From 5841990b0df04906da7321beef6f7f7902b7d57b Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Sun, 9 Oct 2022 05:38:38 +0100 Subject: [PATCH 01/30] Update textual_inversion.py --- .../textual_inversion/textual_inversion.py | 25 ++++++++++++++++--- 1 file changed, 22 insertions(+), 3 deletions(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index cd9f34984..f63160208 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -7,6 +7,9 @@ import tqdm import html import datetime +from PIL import Image, PngImagePlugin +import base64 +from io import BytesIO from modules import shared, devices, sd_hijack, processing, sd_models import modules.textual_inversion.dataset @@ -80,7 +83,15 @@ class EmbeddingDatabase: def process_file(path, filename): name = os.path.splitext(filename)[0] - data = torch.load(path, map_location="cpu") + data = [] + + if filename.upper().endswith('.PNG'): + embed_image = Image.open(path) + if 'sd-embedding' in embed_image.text: + embeddingData = base64.b64decode(embed_image.text['sd-embedding']) + data = torch.load(BytesIO(embeddingData), map_location="cpu") + else: + data = torch.load(path, map_location="cpu") # textual inversion embeddings if 'string_to_param' in data: @@ -156,7 +167,7 @@ def create_embedding(name, num_vectors_per_token, init_text='*'): return fn -def train_embedding(embedding_name, learn_rate, data_root, log_directory, steps, create_image_every, save_embedding_every, template_file): +def train_embedding(embedding_name, learn_rate, data_root, log_directory, steps, create_image_every, save_embedding_every, template_file, save_image_with_stored_embedding): assert embedding_name, 'embedding not selected' shared.state.textinfo = "Initializing textual inversion training..." @@ -244,7 +255,15 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, steps, image = processed.images[0] shared.state.current_image = image - image.save(last_saved_image) + + if save_image_with_stored_embedding: + info = PngImagePlugin.PngInfo() + info.add_text("sd-embedding", base64.b64encode(open(last_saved_file,'rb').read())) + image.save(last_saved_image, "PNG", pnginfo=info) + else: + image.save(last_saved_image) + + last_saved_image += f", prompt: {text}" From cd8673bd9b2e59bddefee8d307340d643695fe11 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Sun, 9 Oct 2022 05:40:57 +0100 Subject: [PATCH 02/30] add embed embedding to ui --- modules/ui.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/modules/ui.py b/modules/ui.py index b51af1214..a59832041 100644 --- a/modules/ui.py +++ b/modules/ui.py @@ -1001,7 +1001,8 @@ def create_ui(wrap_gradio_gpu_call): steps = gr.Number(label='Max steps', value=100000, precision=0) create_image_every = gr.Number(label='Save an image to log directory every N steps, 0 to disable', value=500, precision=0) save_embedding_every = gr.Number(label='Save a copy of embedding to log directory every N steps, 0 to disable', value=500, precision=0) - + save_image_with_stored_embedding = gr.Checkbox(label='Save images with embedding in PNG chunks', value=True) + with gr.Row(): with gr.Column(scale=2): gr.HTML(value="") @@ -1063,6 +1064,7 @@ def create_ui(wrap_gradio_gpu_call): create_image_every, save_embedding_every, template_file, + save_image_with_stored_embedding, ], outputs=[ ti_output, From fa0c5eb81b72bc1e562d0b9bbd92f30945d78b4e Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Sun, 9 Oct 2022 20:41:22 +0100 Subject: [PATCH 03/30] Add pretty image captioning functions --- modules/images.py | 31 +++++++++++++++++++++++++++++++ 1 file changed, 31 insertions(+) diff --git a/modules/images.py b/modules/images.py index 29c5ee249..10963dc7f 100644 --- a/modules/images.py +++ b/modules/images.py @@ -428,3 +428,34 @@ def save_image(image, path, basename, seed=None, prompt=None, extension='png', i file.write(info + "\n") return fullfn + +def addCaptionLines(lines,image,initialx,textfont): + draw = ImageDraw.Draw(image) + hstart =initialx + for fill,line in lines: + fontSize = 32 + font = ImageFont.truetype(textfont, fontSize) + _,_,w, h = draw.textbbox((0,0),line,font=font) + fontSize = min( int(fontSize * ((image.size[0]-35)/w) ), 28) + font = ImageFont.truetype(textfont, fontSize) + _,_,w,h = draw.textbbox((0,0),line,font=font) + draw.text(((image.size[0]-w)/2,hstart), line, font=font, fill=fill) + hstart += h + return hstart + +def captionImge(image,prelines,postlines,background=(51, 51, 51),font=None): + if font is None: + try: + font = ImageFont.truetype(opts.font or Roboto, fontsize) + font = opts.font or Roboto + except Exception: + font = Roboto + + sampleImage = image + background = Image.new("RGBA", (sampleImage.size[0],sampleImage.size[1]+1024), background) + hoffset = addCaptionLines(prelines,background,5,font)+16 + background.paste(sampleImage,(0,hoffset)) + hoffset = hoffset+sampleImage.size[1]+8 + hoffset = addCaptionLines(postlines,background,hoffset,font) + background = background.crop((0,0,sampleImage.size[0],hoffset+8)) + return background From 03694e1f9915e34cf7d9a31073f1a1a9def2909f Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Sun, 9 Oct 2022 21:58:14 +0100 Subject: [PATCH 04/30] add embedding load and save from b64 json --- .../textual_inversion/textual_inversion.py | 30 +++++++++++++------ 1 file changed, 21 insertions(+), 9 deletions(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index f63160208..1b7f89062 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -7,9 +7,11 @@ import tqdm import html import datetime -from PIL import Image, PngImagePlugin +from PIL import Image,PngImagePlugin +from ..images import captionImge +import numpy as np import base64 -from io import BytesIO +import json from modules import shared, devices, sd_hijack, processing, sd_models import modules.textual_inversion.dataset @@ -87,9 +89,9 @@ class EmbeddingDatabase: if filename.upper().endswith('.PNG'): embed_image = Image.open(path) - if 'sd-embedding' in embed_image.text: - embeddingData = base64.b64decode(embed_image.text['sd-embedding']) - data = torch.load(BytesIO(embeddingData), map_location="cpu") + if 'sd-ti-embedding' in embed_image.text: + data = embeddingFromB64(embed_image.text['sd-ti-embedding']) + name = data.get('name',name) else: data = torch.load(path, map_location="cpu") @@ -258,13 +260,23 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, steps, if save_image_with_stored_embedding: info = PngImagePlugin.PngInfo() - info.add_text("sd-embedding", base64.b64encode(open(last_saved_file,'rb').read())) - image.save(last_saved_image, "PNG", pnginfo=info) + data = torch.load(last_saved_file) + info.add_text("sd-ti-embedding", embeddingToB64(data)) + + pre_lines = [((255, 207, 175),"<{}>".format(data.get('name','???')))] + + caption_checkpoint_hash = data.get('sd_checkpoint','UNK') + caption_checkpoint_hash = caption_checkpoint_hash.upper() if caption_checkpoint_hash else 'UNK' + caption_stepcount = data.get('step',0) + caption_stepcount = caption_stepcount if caption_stepcount else 0 + + post_lines = [((240, 223, 175),"Trained against checkpoint [{}] for {} steps".format(caption_checkpoint_hash, + caption_stepcount))] + captioned_image = captionImge(image,prelines=pre_lines,postlines=post_lines) + captioned_image.save(last_saved_image, "PNG", pnginfo=info) else: image.save(last_saved_image) - - last_saved_image += f", prompt: {text}" shared.state.job_no = embedding.step From 969bd8256e5b4f1007d3cc653723d4ad50a92528 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Sun, 9 Oct 2022 22:02:28 +0100 Subject: [PATCH 05/30] add alternate checkpoint hash source --- modules/textual_inversion/textual_inversion.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index 1b7f89062..d7813084a 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -265,8 +265,11 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, steps, pre_lines = [((255, 207, 175),"<{}>".format(data.get('name','???')))] - caption_checkpoint_hash = data.get('sd_checkpoint','UNK') - caption_checkpoint_hash = caption_checkpoint_hash.upper() if caption_checkpoint_hash else 'UNK' + caption_checkpoint_hash = data.get('sd_checkpoint') + if caption_checkpoint_hash is None: + caption_checkpoint_hash = data.get('hash') + caption_checkpoint_hash = caption_checkpoint_hash.upper() if caption_checkpoint_hash else 'UNKNOWN' + caption_stepcount = data.get('step',0) caption_stepcount = caption_stepcount if caption_stepcount else 0 From 5d12ec82d3e13f5ff4c55db2930e4e10aed7015a Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Sun, 9 Oct 2022 22:05:09 +0100 Subject: [PATCH 06/30] add encoder and decoder classes --- .../textual_inversion/textual_inversion.py | 21 +++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index d7813084a..44d4e08bd 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -16,6 +16,27 @@ import json from modules import shared, devices, sd_hijack, processing, sd_models import modules.textual_inversion.dataset +class EmbeddingEncoder(json.JSONEncoder): + def default(self, obj): + if isinstance(obj, torch.Tensor): + return {'EMBEDDINGTENSOR':obj.cpu().detach().numpy().tolist()} + return json.JSONEncoder.default(self, o) + +class EmbeddingDecoder(json.JSONDecoder): + def __init__(self, *args, **kwargs): + json.JSONDecoder.__init__(self, object_hook=self.object_hook, *args, **kwargs) + def object_hook(self, d): + if 'EMBEDDINGTENSOR' in d: + return torch.from_numpy(np.array(d['EMBEDDINGTENSOR'])) + return d + +def embeddingToB64(data): + d = json.dumps(data,cls=EmbeddingEncoder) + return base64.b64encode(d.encode()) + +def EmbeddingFromB64(data): + d = base64.b64decode(data) + return json.loads(d,cls=EmbeddingDecoder) class Embedding: def __init__(self, vec, name, step=None): From d0184b8f76ce492da699f1926f34b57cd095242e Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Sun, 9 Oct 2022 22:06:12 +0100 Subject: [PATCH 07/30] change json tensor key name --- modules/textual_inversion/textual_inversion.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index 44d4e08bd..ae8d207d9 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -19,15 +19,15 @@ import modules.textual_inversion.dataset class EmbeddingEncoder(json.JSONEncoder): def default(self, obj): if isinstance(obj, torch.Tensor): - return {'EMBEDDINGTENSOR':obj.cpu().detach().numpy().tolist()} + return {'TORCHTENSOR':obj.cpu().detach().numpy().tolist()} return json.JSONEncoder.default(self, o) class EmbeddingDecoder(json.JSONDecoder): def __init__(self, *args, **kwargs): json.JSONDecoder.__init__(self, object_hook=self.object_hook, *args, **kwargs) def object_hook(self, d): - if 'EMBEDDINGTENSOR' in d: - return torch.from_numpy(np.array(d['EMBEDDINGTENSOR'])) + if 'TORCHTENSOR' in d: + return torch.from_numpy(np.array(d['TORCHTENSOR'])) return d def embeddingToB64(data): From 66846105103cfc282434d0dc2102910160b7a633 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Sun, 9 Oct 2022 22:06:42 +0100 Subject: [PATCH 08/30] correct case on embeddingFromB64 --- modules/textual_inversion/textual_inversion.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index ae8d207d9..d2b95fa3b 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -34,7 +34,7 @@ def embeddingToB64(data): d = json.dumps(data,cls=EmbeddingEncoder) return base64.b64encode(d.encode()) -def EmbeddingFromB64(data): +def embeddingFromB64(data): d = base64.b64decode(data) return json.loads(d,cls=EmbeddingDecoder) From 96f1e6be59316ec640cab2435fa95b3688194906 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Sun, 9 Oct 2022 22:14:50 +0100 Subject: [PATCH 09/30] source checkpoint hash from current checkpoint --- modules/textual_inversion/textual_inversion.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index d2b95fa3b..b16fa84ec 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -286,10 +286,8 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, steps, pre_lines = [((255, 207, 175),"<{}>".format(data.get('name','???')))] - caption_checkpoint_hash = data.get('sd_checkpoint') - if caption_checkpoint_hash is None: - caption_checkpoint_hash = data.get('hash') - caption_checkpoint_hash = caption_checkpoint_hash.upper() if caption_checkpoint_hash else 'UNKNOWN' + checkpoint = sd_models.select_checkpoint() + caption_checkpoint_hash = checkpoint.hash caption_stepcount = data.get('step',0) caption_stepcount = caption_stepcount if caption_stepcount else 0 From 01fd9cf0d28d8b71a113ab1aa62accfe7f0d9c51 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Sun, 9 Oct 2022 22:17:02 +0100 Subject: [PATCH 10/30] change source of step count --- modules/textual_inversion/textual_inversion.py | 10 ++-------- 1 file changed, 2 insertions(+), 8 deletions(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index b16fa84ec..e4f339b86 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -285,15 +285,9 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, steps, info.add_text("sd-ti-embedding", embeddingToB64(data)) pre_lines = [((255, 207, 175),"<{}>".format(data.get('name','???')))] - checkpoint = sd_models.select_checkpoint() - caption_checkpoint_hash = checkpoint.hash - - caption_stepcount = data.get('step',0) - caption_stepcount = caption_stepcount if caption_stepcount else 0 - - post_lines = [((240, 223, 175),"Trained against checkpoint [{}] for {} steps".format(caption_checkpoint_hash, - caption_stepcount))] + post_lines = [((240, 223, 175),"Trained against checkpoint [{}] for {} steps".format(checkpoint.hash, + embedding.step))] captioned_image = captionImge(image,prelines=pre_lines,postlines=post_lines) captioned_image.save(last_saved_image, "PNG", pnginfo=info) else: From 0ac3a07eecbd7b98f3a19d01dc46f02dcda3443b Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Mon, 10 Oct 2022 00:05:36 +0100 Subject: [PATCH 11/30] add caption image with overlay --- modules/images.py | 46 ++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 46 insertions(+) diff --git a/modules/images.py b/modules/images.py index 10963dc7f..4a4fc9774 100644 --- a/modules/images.py +++ b/modules/images.py @@ -459,3 +459,49 @@ def captionImge(image,prelines,postlines,background=(51, 51, 51),font=None): hoffset = addCaptionLines(postlines,background,hoffset,font) background = background.crop((0,0,sampleImage.size[0],hoffset+8)) return background + +def captionImageOverlay(srcimage,title,footerLeft,footerMid,footerRight,textfont=None): + from math import cos + + image = srcimage.copy() + + if textfont is None: + try: + textfont = ImageFont.truetype(opts.font or Roboto, fontsize) + textfont = opts.font or Roboto + except Exception: + textfont = Roboto + + factor = 1.5 + gradient = Image.new('RGBA', (1,image.size[1]), color=(0,0,0,0)) + for y in range(image.size[1]): + mag = 1-cos(y/image.size[1]*factor) + mag = max(mag,1-cos((image.size[1]-y)/image.size[1]*factor*1.1)) + gradient.putpixel((0, y), (0,0,0,int(mag*255))) + image = Image.alpha_composite(image.convert('RGBA'), gradient.resize(image.size)) + + draw = ImageDraw.Draw(image) + fontSize = 32 + font = ImageFont.truetype(textfont, fontSize) + padding = 10 + + _,_,w, h = draw.textbbox((0,0),title,font=font) + fontSize = min( int(fontSize * (((image.size[0]*0.75)-(padding*4))/w) ), 72) + font = ImageFont.truetype(textfont, fontSize) + _,_,w,h = draw.textbbox((0,0),title,font=font) + draw.text((padding,padding), title, anchor='lt', font=font, fill=(255,255,255,230)) + + _,_,w, h = draw.textbbox((0,0),footerLeft,font=font) + fontSizeleft = min( int(fontSize * (((image.size[0]/3)-(padding))/w) ), 72) + _,_,w, h = draw.textbbox((0,0),footerMid,font=font) + fontSizemid = min( int(fontSize * (((image.size[0]/3)-(padding))/w) ), 72) + _,_,w, h = draw.textbbox((0,0),footerRight,font=font) + fontSizeright = min( int(fontSize * (((image.size[0]/3)-(padding))/w) ), 72) + + font = ImageFont.truetype(textfont, min(fontSizeleft,fontSizemid,fontSizeright)) + + draw.text((padding,image.size[1]-padding), footerLeft, anchor='ls', font=font, fill=(255,255,255,230)) + draw.text((image.size[0]/2,image.size[1]-padding), footerMid, anchor='ms', font=font, fill=(255,255,255,230)) + draw.text((image.size[0]-padding,image.size[1]-padding), footerRight, anchor='rs', font=font, fill=(255,255,255,230)) + + return image From d6a599ef9ba18a66ae79b50f2945af5788fdda8f Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Mon, 10 Oct 2022 00:07:52 +0100 Subject: [PATCH 12/30] change caption method --- .../textual_inversion/textual_inversion.py | 30 +++++++++++++------ 1 file changed, 21 insertions(+), 9 deletions(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index e4f339b86..21596e784 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -8,7 +8,7 @@ import html import datetime from PIL import Image,PngImagePlugin -from ..images import captionImge +from ..images import captionImageOverlay import numpy as np import base64 import json @@ -212,6 +212,12 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, steps, else: images_dir = None + if create_image_every > 0 and save_image_with_stored_embedding: + images_embeds_dir = os.path.join(log_directory, "image_embeddings") + os.makedirs(images_embeds_dir, exist_ok=True) + else: + images_embeds_dir = None + cond_model = shared.sd_model.cond_stage_model shared.state.textinfo = f"Preparing dataset from {html.escape(data_root)}..." @@ -279,19 +285,25 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, steps, shared.state.current_image = image - if save_image_with_stored_embedding: + if save_image_with_stored_embedding and os.path.exists(last_saved_file): + + last_saved_image_chunks = os.path.join(images_embeds_dir, f'{embedding_name}-{embedding.step}.png') + info = PngImagePlugin.PngInfo() data = torch.load(last_saved_file) info.add_text("sd-ti-embedding", embeddingToB64(data)) - pre_lines = [((255, 207, 175),"<{}>".format(data.get('name','???')))] + title = "<{}>".format(data.get('name','???')) checkpoint = sd_models.select_checkpoint() - post_lines = [((240, 223, 175),"Trained against checkpoint [{}] for {} steps".format(checkpoint.hash, - embedding.step))] - captioned_image = captionImge(image,prelines=pre_lines,postlines=post_lines) - captioned_image.save(last_saved_image, "PNG", pnginfo=info) - else: - image.save(last_saved_image) + footer_left = checkpoint.model_name + footer_mid = '[{}]'.format(checkpoint.hash) + footer_right = '[{}]'.format(embedding.step) + + captioned_image = captionImageOverlay(image,title,footer_left,footer_mid,footer_right) + + captioned_image.save(last_saved_image_chunks, "PNG", pnginfo=info) + + image.save(last_saved_image) last_saved_image += f", prompt: {text}" From e2c2925eb4d634b186de2c76798162ec56e2f869 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Mon, 10 Oct 2022 00:12:53 +0100 Subject: [PATCH 13/30] remove braces from steps --- modules/textual_inversion/textual_inversion.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index 21596e784..9a18ee5c8 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -297,7 +297,7 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, steps, checkpoint = sd_models.select_checkpoint() footer_left = checkpoint.model_name footer_mid = '[{}]'.format(checkpoint.hash) - footer_right = '[{}]'.format(embedding.step) + footer_right = '{}'.format(embedding.step) captioned_image = captionImageOverlay(image,title,footer_left,footer_mid,footer_right) From 707a431100362645e914042bb344d08439f48ac8 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Mon, 10 Oct 2022 15:34:49 +0100 Subject: [PATCH 14/30] add pixel data footer --- .../textual_inversion/textual_inversion.py | 48 ++++++++++++++++++- 1 file changed, 46 insertions(+), 2 deletions(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index 7a24192e4..6fb64691c 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -12,6 +12,7 @@ from ..images import captionImageOverlay import numpy as np import base64 import json +import zlib from modules import shared, devices, sd_hijack, processing, sd_models import modules.textual_inversion.dataset @@ -20,7 +21,7 @@ class EmbeddingEncoder(json.JSONEncoder): def default(self, obj): if isinstance(obj, torch.Tensor): return {'TORCHTENSOR':obj.cpu().detach().numpy().tolist()} - return json.JSONEncoder.default(self, o) + return json.JSONEncoder.default(self, obj) class EmbeddingDecoder(json.JSONDecoder): def __init__(self, *args, **kwargs): @@ -38,6 +39,45 @@ def embeddingFromB64(data): d = base64.b64decode(data) return json.loads(d,cls=EmbeddingDecoder) +def appendImageDataFooter(image,data): + d = 3 + data_compressed = zlib.compress( json.dumps(data,cls=EmbeddingEncoder).encode(),level=9) + dnp = np.frombuffer(data_compressed,np.uint8).copy() + w = image.size[0] + next_size = dnp.shape[0] + (w-(dnp.shape[0]%w)) + next_size = next_size + ((w*d)-(next_size%(w*d))) + dnp.resize(next_size) + dnp = dnp.reshape((-1,w,d)) + print(dnp.shape) + im = Image.fromarray(dnp,mode='RGB') + background = Image.new('RGB',(image.size[0],image.size[1]+im.size[1]+1),(0,0,0)) + background.paste(image,(0,0)) + background.paste(im,(0,image.size[1]+1)) + return background + +def crop_black(img,tol=0): + mask = (img>tol).all(2) + mask0,mask1 = mask.any(0),mask.any(1) + col_start,col_end = mask0.argmax(),mask.shape[1]-mask0[::-1].argmax() + row_start,row_end = mask1.argmax(),mask.shape[0]-mask1[::-1].argmax() + return img[row_start:row_end,col_start:col_end] + +def extractImageDataFooter(image): + d=3 + outarr = crop_black(np.array(image.getdata()).reshape(image.size[1],image.size[0],d ).astype(np.uint8) ) + lastRow = np.where( np.sum(outarr, axis=(1,2))==0) + if lastRow[0].shape[0] == 0: + print('Image data block not found.') + return None + lastRow = lastRow[0] + + lastRow = lastRow.max() + + dataBlock = outarr[lastRow+1::].astype(np.uint8).flatten().tobytes() + print(lastRow) + data = zlib.decompress(dataBlock) + return json.loads(data,cls=EmbeddingDecoder) + class Embedding: def __init__(self, vec, name, step=None): self.vec = vec @@ -113,6 +153,9 @@ class EmbeddingDatabase: if 'sd-ti-embedding' in embed_image.text: data = embeddingFromB64(embed_image.text['sd-ti-embedding']) name = data.get('name',name) + else: + data = extractImageDataFooter(embed_image) + name = data.get('name',name) else: data = torch.load(path, map_location="cpu") @@ -190,7 +233,7 @@ def create_embedding(name, num_vectors_per_token, init_text='*'): return fn -def train_embedding(embedding_name, learn_rate, data_root, log_directory, training_width, training_height, steps, num_repeats, create_image_every, save_embedding_every, template_file): +def train_embedding(embedding_name, learn_rate, data_root, log_directory, training_width, training_height, steps, num_repeats, create_image_every, save_embedding_every, template_file, save_image_with_stored_embedding): assert embedding_name, 'embedding not selected' shared.state.textinfo = "Initializing textual inversion training..." @@ -308,6 +351,7 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, traini footer_right = '{}'.format(embedding.step) captioned_image = captionImageOverlay(image,title,footer_left,footer_mid,footer_right) + captioned_image = appendImageDataFooter(captioned_image,data) captioned_image.save(last_saved_image_chunks, "PNG", pnginfo=info) From df6d0d9286279c41c4c67460c3158fa268697524 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Mon, 10 Oct 2022 15:43:09 +0100 Subject: [PATCH 15/30] convert back to rgb as some hosts add alpha --- modules/textual_inversion/textual_inversion.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index 6fb64691c..667a7cf2b 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -64,7 +64,7 @@ def crop_black(img,tol=0): def extractImageDataFooter(image): d=3 - outarr = crop_black(np.array(image.getdata()).reshape(image.size[1],image.size[0],d ).astype(np.uint8) ) + outarr = crop_black(np.array(image.convert('RGB').getdata()).reshape(image.size[1],image.size[0],d ).astype(np.uint8) ) lastRow = np.where( np.sum(outarr, axis=(1,2))==0) if lastRow[0].shape[0] == 0: print('Image data block not found.') From 315d5a8ed975c88f670bc484f40a23fbf3a77b63 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Mon, 10 Oct 2022 23:14:44 +0100 Subject: [PATCH 16/30] update data dis[play style --- .../textual_inversion/textual_inversion.py | 88 ++++++++++++++----- 1 file changed, 65 insertions(+), 23 deletions(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index 667a7cf2b..95eebea7c 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -39,20 +39,59 @@ def embeddingFromB64(data): d = base64.b64decode(data) return json.loads(d,cls=EmbeddingDecoder) -def appendImageDataFooter(image,data): +def xorBlock(block): + return np.bitwise_xor(block.astype(np.uint8), + ((np.random.RandomState(0xDEADBEEF).random(block.shape)*255).astype(np.uint8)) & 0x0F ) + +def styleBlock(block,sequence): + im = Image.new('RGB',(block.shape[1],block.shape[0])) + draw = ImageDraw.Draw(im) + i=0 + for x in range(-6,im.size[0],8): + for yi,y in enumerate(range(-6,im.size[1],8)): + offset=0 + if yi%2==0: + offset=4 + shade = sequence[i%len(sequence)] + i+=1 + draw.ellipse((x+offset, y, x+6+offset, y+6), fill =(shade,shade,shade) ) + + fg = np.array(im).astype(np.uint8) & 0xF0 + return block ^ fg + +def insertImageDataEmbed(image,data): d = 3 data_compressed = zlib.compress( json.dumps(data,cls=EmbeddingEncoder).encode(),level=9) dnp = np.frombuffer(data_compressed,np.uint8).copy() - w = image.size[0] - next_size = dnp.shape[0] + (w-(dnp.shape[0]%w)) - next_size = next_size + ((w*d)-(next_size%(w*d))) - dnp.resize(next_size) - dnp = dnp.reshape((-1,w,d)) - print(dnp.shape) - im = Image.fromarray(dnp,mode='RGB') - background = Image.new('RGB',(image.size[0],image.size[1]+im.size[1]+1),(0,0,0)) - background.paste(image,(0,0)) - background.paste(im,(0,image.size[1]+1)) + dnphigh = dnp >> 4 + dnplow = dnp & 0x0F + + h = image.size[1] + next_size = dnplow.shape[0] + (h-(dnplow.shape[0]%h)) + next_size = next_size + ((h*d)-(next_size%(h*d))) + + dnplow.resize(next_size) + dnplow = dnplow.reshape((h,-1,d)) + + dnphigh.resize(next_size) + dnphigh = dnphigh.reshape((h,-1,d)) + + edgeStyleWeights = list(data['string_to_param'].values())[0].cpu().detach().numpy().tolist()[0][:1024] + edgeStyleWeights = (np.abs(edgeStyleWeights)/np.max(np.abs(edgeStyleWeights))*255).astype(np.uint8) + + dnplow = styleBlock(dnplow,sequence=edgeStyleWeights) + dnplow = xorBlock(dnplow) + dnphigh = styleBlock(dnphigh,sequence=edgeStyleWeights[::-1]) + dnphigh = xorBlock(dnphigh) + + imlow = Image.fromarray(dnplow,mode='RGB') + imhigh = Image.fromarray(dnphigh,mode='RGB') + + background = Image.new('RGB',(image.size[0]+imlow.size[0]+imhigh.size[0]+2,image.size[1]),(0,0,0)) + background.paste(imlow,(0,0)) + background.paste(image,(imlow.size[0]+1,0)) + background.paste(imhigh,(imlow.size[0]+1+image.size[0]+1,0)) + return background def crop_black(img,tol=0): @@ -62,19 +101,22 @@ def crop_black(img,tol=0): row_start,row_end = mask1.argmax(),mask.shape[0]-mask1[::-1].argmax() return img[row_start:row_end,col_start:col_end] -def extractImageDataFooter(image): +def extractImageDataEmbed(image): d=3 - outarr = crop_black(np.array(image.convert('RGB').getdata()).reshape(image.size[1],image.size[0],d ).astype(np.uint8) ) - lastRow = np.where( np.sum(outarr, axis=(1,2))==0) - if lastRow[0].shape[0] == 0: - print('Image data block not found.') + outarr = crop_black(np.array(image.getdata()).reshape(image.size[1],image.size[0],d ).astype(np.uint8) ) & 0x0F + blackCols = np.where( np.sum(outarr, axis=(0,2))==0) + if blackCols[0].shape[0] < 2: + print('No Image data blocks found.') return None - lastRow = lastRow[0] - - lastRow = lastRow.max() - dataBlock = outarr[lastRow+1::].astype(np.uint8).flatten().tobytes() - print(lastRow) + dataBlocklower = outarr[:,:blackCols[0].min(),:].astype(np.uint8) + dataBlockupper = outarr[:,blackCols[0].max()+1:,:].astype(np.uint8) + + dataBlocklower = xorBlock(dataBlocklower) + dataBlockupper = xorBlock(dataBlockupper) + + dataBlock = (dataBlockupper << 4) | (dataBlocklower) + dataBlock = dataBlock.flatten().tobytes() data = zlib.decompress(dataBlock) return json.loads(data,cls=EmbeddingDecoder) @@ -154,7 +196,7 @@ class EmbeddingDatabase: data = embeddingFromB64(embed_image.text['sd-ti-embedding']) name = data.get('name',name) else: - data = extractImageDataFooter(embed_image) + data = extractImageDataEmbed(embed_image) name = data.get('name',name) else: data = torch.load(path, map_location="cpu") @@ -351,7 +393,7 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, traini footer_right = '{}'.format(embedding.step) captioned_image = captionImageOverlay(image,title,footer_left,footer_mid,footer_right) - captioned_image = appendImageDataFooter(captioned_image,data) + captioned_image = insertImageDataEmbed(captioned_image,data) captioned_image.save(last_saved_image_chunks, "PNG", pnginfo=info) From 767202a4c324f9b49f63ab4dabbb5736fe9df6e5 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Mon, 10 Oct 2022 23:20:52 +0100 Subject: [PATCH 17/30] add dependency --- modules/textual_inversion/textual_inversion.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index 95eebea7c..f3cacaa05 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -7,7 +7,7 @@ import tqdm import html import datetime -from PIL import Image,PngImagePlugin +from PIL import Image,PngImagePlugin,ImageDraw from ..images import captionImageOverlay import numpy as np import base64 From e0fbe6d27e7b4505766c8cb5a4264e1114cf3721 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Mon, 10 Oct 2022 23:26:24 +0100 Subject: [PATCH 18/30] colour depth conversion fix --- modules/textual_inversion/textual_inversion.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index f3cacaa05..ae8072684 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -103,7 +103,7 @@ def crop_black(img,tol=0): def extractImageDataEmbed(image): d=3 - outarr = crop_black(np.array(image.getdata()).reshape(image.size[1],image.size[0],d ).astype(np.uint8) ) & 0x0F + outarr = crop_black(np.array(image.convert('RGB').getdata()).reshape(image.size[1],image.size[0],d ).astype(np.uint8) ) & 0x0F blackCols = np.where( np.sum(outarr, axis=(0,2))==0) if blackCols[0].shape[0] < 2: print('No Image data blocks found.') From 7aa8fcac1e45c3ad9c6a40df0e44a346afcd5032 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Tue, 11 Oct 2022 04:17:36 +0100 Subject: [PATCH 19/30] use simple lcg in xor --- modules/textual_inversion/textual_inversion.py | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index ae8072684..13416a085 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -39,9 +39,15 @@ def embeddingFromB64(data): d = base64.b64decode(data) return json.loads(d,cls=EmbeddingDecoder) +def lcg(m=2**32, a=1664525, c=1013904223, seed=0): + while True: + seed = (a * seed + c) % m + yield seed + def xorBlock(block): - return np.bitwise_xor(block.astype(np.uint8), - ((np.random.RandomState(0xDEADBEEF).random(block.shape)*255).astype(np.uint8)) & 0x0F ) + g = lcg() + randblock = np.array([next(g) for _ in range(np.product(block.shape))]).astype(np.uint8).reshape(block.shape) + return np.bitwise_xor(block.astype(np.uint8),randblock & 0x0F) def styleBlock(block,sequence): im = Image.new('RGB',(block.shape[1],block.shape[0])) From c080f52ceae73b893155eff7de577aaf1a982a2f Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Tue, 11 Oct 2022 19:37:58 +0100 Subject: [PATCH 20/30] move embedding logic to separate file --- modules/textual_inversion/image_embedding.py | 234 +++++++++++++++++++ 1 file changed, 234 insertions(+) create mode 100644 modules/textual_inversion/image_embedding.py diff --git a/modules/textual_inversion/image_embedding.py b/modules/textual_inversion/image_embedding.py new file mode 100644 index 000000000..6ad396021 --- /dev/null +++ b/modules/textual_inversion/image_embedding.py @@ -0,0 +1,234 @@ +import base64 +import json +import numpy as np +import zlib +from PIL import Image,PngImagePlugin,ImageDraw,ImageFont +from fonts.ttf import Roboto +import torch + +class EmbeddingEncoder(json.JSONEncoder): + def default(self, obj): + if isinstance(obj, torch.Tensor): + return {'TORCHTENSOR':obj.cpu().detach().numpy().tolist()} + return json.JSONEncoder.default(self, obj) + +class EmbeddingDecoder(json.JSONDecoder): + def __init__(self, *args, **kwargs): + json.JSONDecoder.__init__(self, object_hook=self.object_hook, *args, **kwargs) + def object_hook(self, d): + if 'TORCHTENSOR' in d: + return torch.from_numpy(np.array(d['TORCHTENSOR'])) + return d + +def embedding_to_b64(data): + d = json.dumps(data,cls=EmbeddingEncoder) + return base64.b64encode(d.encode()) + +def embedding_from_b64(data): + d = base64.b64decode(data) + return json.loads(d,cls=EmbeddingDecoder) + +def lcg(m=2**32, a=1664525, c=1013904223, seed=0): + while True: + seed = (a * seed + c) % m + yield seed%255 + +def xor_block(block): + g = lcg() + randblock = np.array([next(g) for _ in range(np.product(block.shape))]).astype(np.uint8).reshape(block.shape) + return np.bitwise_xor(block.astype(np.uint8),randblock & 0x0F) + +def style_block(block,sequence): + im = Image.new('RGB',(block.shape[1],block.shape[0])) + draw = ImageDraw.Draw(im) + i=0 + for x in range(-6,im.size[0],8): + for yi,y in enumerate(range(-6,im.size[1],8)): + offset=0 + if yi%2==0: + offset=4 + shade = sequence[i%len(sequence)] + i+=1 + draw.ellipse((x+offset, y, x+6+offset, y+6), fill =(shade,shade,shade) ) + + fg = np.array(im).astype(np.uint8) & 0xF0 + + return block ^ fg + +def insert_image_data_embed(image,data): + d = 3 + data_compressed = zlib.compress( json.dumps(data,cls=EmbeddingEncoder).encode(),level=9) + data_np_ = np.frombuffer(data_compressed,np.uint8).copy() + data_np_high = data_np_ >> 4 + data_np_low = data_np_ & 0x0F + + h = image.size[1] + next_size = data_np_low.shape[0] + (h-(data_np_low.shape[0]%h)) + next_size = next_size + ((h*d)-(next_size%(h*d))) + + data_np_low.resize(next_size) + data_np_low = data_np_low.reshape((h,-1,d)) + + data_np_high.resize(next_size) + data_np_high = data_np_high.reshape((h,-1,d)) + + edge_style = list(data['string_to_param'].values())[0].cpu().detach().numpy().tolist()[0][:1024] + edge_style = (np.abs(edge_style)/np.max(np.abs(edge_style))*255).astype(np.uint8) + + data_np_low = style_block(data_np_low,sequence=edge_style) + data_np_low = xor_block(data_np_low) + data_np_high = style_block(data_np_high,sequence=edge_style[::-1]) + data_np_high = xor_block(data_np_high) + + im_low = Image.fromarray(data_np_low,mode='RGB') + im_high = Image.fromarray(data_np_high,mode='RGB') + + background = Image.new('RGB',(image.size[0]+im_low.size[0]+im_high.size[0]+2,image.size[1]),(0,0,0)) + background.paste(im_low,(0,0)) + background.paste(image,(im_low.size[0]+1,0)) + background.paste(im_high,(im_low.size[0]+1+image.size[0]+1,0)) + + return background + +def crop_black(img,tol=0): + mask = (img>tol).all(2) + mask0,mask1 = mask.any(0),mask.any(1) + col_start,col_end = mask0.argmax(),mask.shape[1]-mask0[::-1].argmax() + row_start,row_end = mask1.argmax(),mask.shape[0]-mask1[::-1].argmax() + return img[row_start:row_end,col_start:col_end] + +def extract_image_data_embed(image): + d=3 + outarr = crop_black(np.array(image.convert('RGB').getdata()).reshape(image.size[1],image.size[0],d ).astype(np.uint8) ) & 0x0F + black_cols = np.where( np.sum(outarr, axis=(0,2))==0) + if black_cols[0].shape[0] < 2: + print('No Image data blocks found.') + return None + + data_block_lower = outarr[:,:black_cols[0].min(),:].astype(np.uint8) + data_block_upper = outarr[:,black_cols[0].max()+1:,:].astype(np.uint8) + + data_block_lower = xor_block(data_block_lower) + data_block_upper = xor_block(data_block_upper) + + data_block = (data_block_upper << 4) | (data_block_lower) + data_block = data_block.flatten().tobytes() + + data = zlib.decompress(data_block) + return json.loads(data,cls=EmbeddingDecoder) + +def addCaptionLines(lines,image,initialx,textfont): + draw = ImageDraw.Draw(image) + hstart =initialx + for fill,line in lines: + fontsize = 32 + font = ImageFont.truetype(textfont, fontsize) + _,_,w, h = draw.textbbox((0,0),line,font=font) + fontsize = min( int(fontsize * ((image.size[0]-35)/w) ), 28) + font = ImageFont.truetype(textfont, fontsize) + _,_,w,h = draw.textbbox((0,0),line,font=font) + draw.text(((image.size[0]-w)/2,hstart), line, font=font, fill=fill) + hstart += h + return hstart + +def caption_image(image,prelines,postlines,background=(51, 51, 51),font=None): + if font is None: + try: + font = ImageFont.truetype(opts.font or Roboto, fontsize) + font = opts.font or Roboto + except Exception: + font = Roboto + + sample_image = image + background = Image.new("RGBA", (sample_image.size[0],sample_image.size[1]+1024), background) + hoffset = addCaptionLines(prelines,background,5,font)+16 + background.paste(sample_image,(0,hoffset)) + hoffset = hoffset+sample_image.size[1]+8 + hoffset = addCaptionLines(postlines,background,hoffset,font) + background = background.crop((0,0,sample_image.size[0],hoffset+8)) + return background + +def caption_image_overlay(srcimage,title,footerLeft,footerMid,footerRight,textfont=None): + from math import cos + + image = srcimage.copy() + + if textfont is None: + try: + textfont = ImageFont.truetype(opts.font or Roboto, fontsize) + textfont = opts.font or Roboto + except Exception: + textfont = Roboto + + factor = 1.5 + gradient = Image.new('RGBA', (1,image.size[1]), color=(0,0,0,0)) + for y in range(image.size[1]): + mag = 1-cos(y/image.size[1]*factor) + mag = max(mag,1-cos((image.size[1]-y)/image.size[1]*factor*1.1)) + gradient.putpixel((0, y), (0,0,0,int(mag*255))) + image = Image.alpha_composite(image.convert('RGBA'), gradient.resize(image.size)) + + draw = ImageDraw.Draw(image) + fontsize = 32 + font = ImageFont.truetype(textfont, fontsize) + padding = 10 + + _,_,w, h = draw.textbbox((0,0),title,font=font) + fontsize = min( int(fontsize * (((image.size[0]*0.75)-(padding*4))/w) ), 72) + font = ImageFont.truetype(textfont, fontsize) + _,_,w,h = draw.textbbox((0,0),title,font=font) + draw.text((padding,padding), title, anchor='lt', font=font, fill=(255,255,255,230)) + + _,_,w, h = draw.textbbox((0,0),footerLeft,font=font) + fontsize_left = min( int(fontsize * (((image.size[0]/3)-(padding))/w) ), 72) + _,_,w, h = draw.textbbox((0,0),footerMid,font=font) + fontsize_mid = min( int(fontsize * (((image.size[0]/3)-(padding))/w) ), 72) + _,_,w, h = draw.textbbox((0,0),footerRight,font=font) + fontsize_right = min( int(fontsize * (((image.size[0]/3)-(padding))/w) ), 72) + + font = ImageFont.truetype(textfont, min(fontsize_left,fontsize_mid,fontsize_right)) + + draw.text((padding,image.size[1]-padding), footerLeft, anchor='ls', font=font, fill=(255,255,255,230)) + draw.text((image.size[0]/2,image.size[1]-padding), footerMid, anchor='ms', font=font, fill=(255,255,255,230)) + draw.text((image.size[0]-padding,image.size[1]-padding), footerRight, anchor='rs', font=font, fill=(255,255,255,230)) + + return image + +if __name__ == '__main__': + + image = Image.new('RGBA',(512,512),(255,255,200,255)) + caption_image(image,[((255,255,255),'line a'),((255,255,255),'line b')], + [((255,255,255),'line c'),((255,255,255),'line d')]) + + image = Image.new('RGBA',(512,512),(255,255,200,255)) + cap_image = caption_image_overlay(image, 'title', 'footerLeft', 'footerMid', 'footerRight') + + test_embed = {'string_to_param':{'*':torch.from_numpy(np.random.random((2, 4096)))}} + + embedded_image = insert_image_data_embed(cap_image, test_embed) + + retrived_embed = extract_image_data_embed(embedded_image) + + assert str(retrived_embed) == str(test_embed) + + embedded_image2 = insert_image_data_embed(cap_image, retrived_embed) + + assert embedded_image == embedded_image2 + + g = lcg() + shared_random = np.array([next(g) for _ in range(100)]).astype(np.uint8).tolist() + + reference_random = [253, 242, 127, 44, 157, 27, 239, 133, 38, 79, 167, 4, 177, + 95, 130, 79, 78, 14, 52, 215, 220, 194, 126, 28, 240, 179, + 160, 153, 149, 50, 105, 14, 21, 218, 199, 18, 54, 198, 193, + 38, 128, 19, 53, 195, 124, 75, 205, 12, 6, 145, 0, 28, + 30, 148, 8, 45, 218, 171, 55, 249, 97, 166, 12, 35, 0, + 41, 221, 122, 215, 170, 31, 113, 186, 97, 119, 31, 23, 185, + 66, 140, 30, 41, 37, 63, 137, 109, 216, 55, 159, 145, 82, + 204, 86, 73, 222, 44, 198, 118, 240, 97] + + assert shared_random == reference_random + + hunna_kay_random_sum = sum(np.array([next(g) for _ in range(100000)]).astype(np.uint8).tolist()) + + assert 12731374 == hunna_kay_random_sum \ No newline at end of file From e5fbf5c755b7c306696546405385d5d2314e555b Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Tue, 11 Oct 2022 19:46:33 +0100 Subject: [PATCH 21/30] remove embedding related image functions from images --- modules/images.py | 77 ----------------------------------------------- 1 file changed, 77 deletions(-) diff --git a/modules/images.py b/modules/images.py index e62eec8ef..c0a906762 100644 --- a/modules/images.py +++ b/modules/images.py @@ -463,80 +463,3 @@ def save_image(image, path, basename, seed=None, prompt=None, extension='png', i txt_fullfn = None return fullfn, txt_fullfn - -def addCaptionLines(lines,image,initialx,textfont): - draw = ImageDraw.Draw(image) - hstart =initialx - for fill,line in lines: - fontSize = 32 - font = ImageFont.truetype(textfont, fontSize) - _,_,w, h = draw.textbbox((0,0),line,font=font) - fontSize = min( int(fontSize * ((image.size[0]-35)/w) ), 28) - font = ImageFont.truetype(textfont, fontSize) - _,_,w,h = draw.textbbox((0,0),line,font=font) - draw.text(((image.size[0]-w)/2,hstart), line, font=font, fill=fill) - hstart += h - return hstart - -def captionImge(image,prelines,postlines,background=(51, 51, 51),font=None): - if font is None: - try: - font = ImageFont.truetype(opts.font or Roboto, fontsize) - font = opts.font or Roboto - except Exception: - font = Roboto - - sampleImage = image - background = Image.new("RGBA", (sampleImage.size[0],sampleImage.size[1]+1024), background) - hoffset = addCaptionLines(prelines,background,5,font)+16 - background.paste(sampleImage,(0,hoffset)) - hoffset = hoffset+sampleImage.size[1]+8 - hoffset = addCaptionLines(postlines,background,hoffset,font) - background = background.crop((0,0,sampleImage.size[0],hoffset+8)) - return background - -def captionImageOverlay(srcimage,title,footerLeft,footerMid,footerRight,textfont=None): - from math import cos - - image = srcimage.copy() - - if textfont is None: - try: - textfont = ImageFont.truetype(opts.font or Roboto, fontsize) - textfont = opts.font or Roboto - except Exception: - textfont = Roboto - - factor = 1.5 - gradient = Image.new('RGBA', (1,image.size[1]), color=(0,0,0,0)) - for y in range(image.size[1]): - mag = 1-cos(y/image.size[1]*factor) - mag = max(mag,1-cos((image.size[1]-y)/image.size[1]*factor*1.1)) - gradient.putpixel((0, y), (0,0,0,int(mag*255))) - image = Image.alpha_composite(image.convert('RGBA'), gradient.resize(image.size)) - - draw = ImageDraw.Draw(image) - fontSize = 32 - font = ImageFont.truetype(textfont, fontSize) - padding = 10 - - _,_,w, h = draw.textbbox((0,0),title,font=font) - fontSize = min( int(fontSize * (((image.size[0]*0.75)-(padding*4))/w) ), 72) - font = ImageFont.truetype(textfont, fontSize) - _,_,w,h = draw.textbbox((0,0),title,font=font) - draw.text((padding,padding), title, anchor='lt', font=font, fill=(255,255,255,230)) - - _,_,w, h = draw.textbbox((0,0),footerLeft,font=font) - fontSizeleft = min( int(fontSize * (((image.size[0]/3)-(padding))/w) ), 72) - _,_,w, h = draw.textbbox((0,0),footerMid,font=font) - fontSizemid = min( int(fontSize * (((image.size[0]/3)-(padding))/w) ), 72) - _,_,w, h = draw.textbbox((0,0),footerRight,font=font) - fontSizeright = min( int(fontSize * (((image.size[0]/3)-(padding))/w) ), 72) - - font = ImageFont.truetype(textfont, min(fontSizeleft,fontSizemid,fontSizeright)) - - draw.text((padding,image.size[1]-padding), footerLeft, anchor='ls', font=font, fill=(255,255,255,230)) - draw.text((image.size[0]/2,image.size[1]-padding), footerMid, anchor='ms', font=font, fill=(255,255,255,230)) - draw.text((image.size[0]-padding,image.size[1]-padding), footerRight, anchor='rs', font=font, fill=(255,255,255,230)) - - return image From 61788c0538415fa9ca1dd1b306519c116b18bd2c Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Tue, 11 Oct 2022 19:50:50 +0100 Subject: [PATCH 22/30] shift embedding logic out of textual_inversion --- .../textual_inversion/textual_inversion.py | 125 +----------------- 1 file changed, 6 insertions(+), 119 deletions(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index 8c66aeb5b..22b4ae7f2 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -7,124 +7,11 @@ import tqdm import html import datetime -from PIL import Image,PngImagePlugin,ImageDraw -from ..images import captionImageOverlay -import numpy as np -import base64 -import json -import zlib +from PIL import Image,PngImagePlugin from modules import shared, devices, sd_hijack, processing, sd_models import modules.textual_inversion.dataset -class EmbeddingEncoder(json.JSONEncoder): - def default(self, obj): - if isinstance(obj, torch.Tensor): - return {'TORCHTENSOR':obj.cpu().detach().numpy().tolist()} - return json.JSONEncoder.default(self, obj) - -class EmbeddingDecoder(json.JSONDecoder): - def __init__(self, *args, **kwargs): - json.JSONDecoder.__init__(self, object_hook=self.object_hook, *args, **kwargs) - def object_hook(self, d): - if 'TORCHTENSOR' in d: - return torch.from_numpy(np.array(d['TORCHTENSOR'])) - return d - -def embeddingToB64(data): - d = json.dumps(data,cls=EmbeddingEncoder) - return base64.b64encode(d.encode()) - -def embeddingFromB64(data): - d = base64.b64decode(data) - return json.loads(d,cls=EmbeddingDecoder) - -def lcg(m=2**32, a=1664525, c=1013904223, seed=0): - while True: - seed = (a * seed + c) % m - yield seed - -def xorBlock(block): - g = lcg() - randblock = np.array([next(g) for _ in range(np.product(block.shape))]).astype(np.uint8).reshape(block.shape) - return np.bitwise_xor(block.astype(np.uint8),randblock & 0x0F) - -def styleBlock(block,sequence): - im = Image.new('RGB',(block.shape[1],block.shape[0])) - draw = ImageDraw.Draw(im) - i=0 - for x in range(-6,im.size[0],8): - for yi,y in enumerate(range(-6,im.size[1],8)): - offset=0 - if yi%2==0: - offset=4 - shade = sequence[i%len(sequence)] - i+=1 - draw.ellipse((x+offset, y, x+6+offset, y+6), fill =(shade,shade,shade) ) - - fg = np.array(im).astype(np.uint8) & 0xF0 - return block ^ fg - -def insertImageDataEmbed(image,data): - d = 3 - data_compressed = zlib.compress( json.dumps(data,cls=EmbeddingEncoder).encode(),level=9) - dnp = np.frombuffer(data_compressed,np.uint8).copy() - dnphigh = dnp >> 4 - dnplow = dnp & 0x0F - - h = image.size[1] - next_size = dnplow.shape[0] + (h-(dnplow.shape[0]%h)) - next_size = next_size + ((h*d)-(next_size%(h*d))) - - dnplow.resize(next_size) - dnplow = dnplow.reshape((h,-1,d)) - - dnphigh.resize(next_size) - dnphigh = dnphigh.reshape((h,-1,d)) - - edgeStyleWeights = list(data['string_to_param'].values())[0].cpu().detach().numpy().tolist()[0][:1024] - edgeStyleWeights = (np.abs(edgeStyleWeights)/np.max(np.abs(edgeStyleWeights))*255).astype(np.uint8) - - dnplow = styleBlock(dnplow,sequence=edgeStyleWeights) - dnplow = xorBlock(dnplow) - dnphigh = styleBlock(dnphigh,sequence=edgeStyleWeights[::-1]) - dnphigh = xorBlock(dnphigh) - - imlow = Image.fromarray(dnplow,mode='RGB') - imhigh = Image.fromarray(dnphigh,mode='RGB') - - background = Image.new('RGB',(image.size[0]+imlow.size[0]+imhigh.size[0]+2,image.size[1]),(0,0,0)) - background.paste(imlow,(0,0)) - background.paste(image,(imlow.size[0]+1,0)) - background.paste(imhigh,(imlow.size[0]+1+image.size[0]+1,0)) - - return background - -def crop_black(img,tol=0): - mask = (img>tol).all(2) - mask0,mask1 = mask.any(0),mask.any(1) - col_start,col_end = mask0.argmax(),mask.shape[1]-mask0[::-1].argmax() - row_start,row_end = mask1.argmax(),mask.shape[0]-mask1[::-1].argmax() - return img[row_start:row_end,col_start:col_end] - -def extractImageDataEmbed(image): - d=3 - outarr = crop_black(np.array(image.convert('RGB').getdata()).reshape(image.size[1],image.size[0],d ).astype(np.uint8) ) & 0x0F - blackCols = np.where( np.sum(outarr, axis=(0,2))==0) - if blackCols[0].shape[0] < 2: - print('No Image data blocks found.') - return None - - dataBlocklower = outarr[:,:blackCols[0].min(),:].astype(np.uint8) - dataBlockupper = outarr[:,blackCols[0].max()+1:,:].astype(np.uint8) - - dataBlocklower = xorBlock(dataBlocklower) - dataBlockupper = xorBlock(dataBlockupper) - - dataBlock = (dataBlockupper << 4) | (dataBlocklower) - dataBlock = dataBlock.flatten().tobytes() - data = zlib.decompress(dataBlock) - return json.loads(data,cls=EmbeddingDecoder) class Embedding: def __init__(self, vec, name, step=None): @@ -199,10 +86,10 @@ class EmbeddingDatabase: if filename.upper().endswith('.PNG'): embed_image = Image.open(path) if 'sd-ti-embedding' in embed_image.text: - data = embeddingFromB64(embed_image.text['sd-ti-embedding']) + data = embedding_from_b64(embed_image.text['sd-ti-embedding']) name = data.get('name',name) else: - data = extractImageDataEmbed(embed_image) + data = extract_image_data_embed(embed_image) name = data.get('name',name) else: data = torch.load(path, map_location="cpu") @@ -393,7 +280,7 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, traini info = PngImagePlugin.PngInfo() data = torch.load(last_saved_file) - info.add_text("sd-ti-embedding", embeddingToB64(data)) + info.add_text("sd-ti-embedding", embedding_to_b64(data)) title = "<{}>".format(data.get('name','???')) checkpoint = sd_models.select_checkpoint() @@ -401,8 +288,8 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, traini footer_mid = '[{}]'.format(checkpoint.hash) footer_right = '{}'.format(embedding.step) - captioned_image = captionImageOverlay(image,title,footer_left,footer_mid,footer_right) - captioned_image = insertImageDataEmbed(captioned_image,data) + captioned_image = caption_image_overlay(image,title,footer_left,footer_mid,footer_right) + captioned_image = insert_image_data_embed(captioned_image,data) captioned_image.save(last_saved_image_chunks, "PNG", pnginfo=info) From db71290d2659d3b58ff9b57a82e4721a9eab9229 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Tue, 11 Oct 2022 19:55:54 +0100 Subject: [PATCH 23/30] remove old caption method --- modules/textual_inversion/image_embedding.py | 39 +------------------- 1 file changed, 2 insertions(+), 37 deletions(-) diff --git a/modules/textual_inversion/image_embedding.py b/modules/textual_inversion/image_embedding.py index 6ad396021..c67028a50 100644 --- a/modules/textual_inversion/image_embedding.py +++ b/modules/textual_inversion/image_embedding.py @@ -117,37 +117,6 @@ def extract_image_data_embed(image): data = zlib.decompress(data_block) return json.loads(data,cls=EmbeddingDecoder) -def addCaptionLines(lines,image,initialx,textfont): - draw = ImageDraw.Draw(image) - hstart =initialx - for fill,line in lines: - fontsize = 32 - font = ImageFont.truetype(textfont, fontsize) - _,_,w, h = draw.textbbox((0,0),line,font=font) - fontsize = min( int(fontsize * ((image.size[0]-35)/w) ), 28) - font = ImageFont.truetype(textfont, fontsize) - _,_,w,h = draw.textbbox((0,0),line,font=font) - draw.text(((image.size[0]-w)/2,hstart), line, font=font, fill=fill) - hstart += h - return hstart - -def caption_image(image,prelines,postlines,background=(51, 51, 51),font=None): - if font is None: - try: - font = ImageFont.truetype(opts.font or Roboto, fontsize) - font = opts.font or Roboto - except Exception: - font = Roboto - - sample_image = image - background = Image.new("RGBA", (sample_image.size[0],sample_image.size[1]+1024), background) - hoffset = addCaptionLines(prelines,background,5,font)+16 - background.paste(sample_image,(0,hoffset)) - hoffset = hoffset+sample_image.size[1]+8 - hoffset = addCaptionLines(postlines,background,hoffset,font) - background = background.crop((0,0,sample_image.size[0],hoffset+8)) - return background - def caption_image_overlay(srcimage,title,footerLeft,footerMid,footerRight,textfont=None): from math import cos @@ -195,11 +164,7 @@ def caption_image_overlay(srcimage,title,footerLeft,footerMid,footerRight,textfo return image if __name__ == '__main__': - - image = Image.new('RGBA',(512,512),(255,255,200,255)) - caption_image(image,[((255,255,255),'line a'),((255,255,255),'line b')], - [((255,255,255),'line c'),((255,255,255),'line d')]) - + image = Image.new('RGBA',(512,512),(255,255,200,255)) cap_image = caption_image_overlay(image, 'title', 'footerLeft', 'footerMid', 'footerRight') @@ -231,4 +196,4 @@ if __name__ == '__main__': hunna_kay_random_sum = sum(np.array([next(g) for _ in range(100000)]).astype(np.uint8).tolist()) - assert 12731374 == hunna_kay_random_sum \ No newline at end of file + assert 12731374 == hunna_kay_random_sum From aa75d5cfe8c84768b0f5d16f977ddba298677379 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Tue, 11 Oct 2022 20:06:13 +0100 Subject: [PATCH 24/30] correct conflict resolution typo --- modules/textual_inversion/textual_inversion.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index 22b4ae7f2..789383ce7 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -169,7 +169,7 @@ def create_embedding(name, num_vectors_per_token, init_text='*'): -def train_embedding(embedding_name, learn_rate, data_root, log_directory, training_width, training_height, steps, num_repeats, create_image_every, save_embedding_every, template_file, save_image_with_stored_embedding, preview_image_prompt) +def train_embedding(embedding_name, learn_rate, data_root, log_directory, training_width, training_height, steps, num_repeats, create_image_every, save_embedding_every, template_file, save_image_with_stored_embedding, preview_image_prompt): assert embedding_name, 'embedding not selected' shared.state.textinfo = "Initializing textual inversion training..." From 91d7ee0d097a7ea203d261b570cd2b834837d9e2 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Tue, 11 Oct 2022 20:09:10 +0100 Subject: [PATCH 25/30] update imports --- modules/textual_inversion/textual_inversion.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index 789383ce7..ff0a62b33 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -12,6 +12,9 @@ from PIL import Image,PngImagePlugin from modules import shared, devices, sd_hijack, processing, sd_models import modules.textual_inversion.dataset +from modules.textual_inversion.image_embedding import( embedding_to_b64,embedding_from_b64, + insert_image_data_embed,extract_image_data_embed, + caption_image_overlay ) class Embedding: def __init__(self, vec, name, step=None): From 5f3317376bb7952bc5145f05f16c1bbd466efc85 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Tue, 11 Oct 2022 20:09:49 +0100 Subject: [PATCH 26/30] spacing --- modules/textual_inversion/textual_inversion.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index ff0a62b33..485ef46cf 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -12,7 +12,7 @@ from PIL import Image,PngImagePlugin from modules import shared, devices, sd_hijack, processing, sd_models import modules.textual_inversion.dataset -from modules.textual_inversion.image_embedding import( embedding_to_b64,embedding_from_b64, +from modules.textual_inversion.image_embedding import (embedding_to_b64,embedding_from_b64, insert_image_data_embed,extract_image_data_embed, caption_image_overlay ) From 7e6a6e00ad6f3b7ef43c8120db9ecac6e8d6bea5 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Tue, 11 Oct 2022 20:20:46 +0100 Subject: [PATCH 27/30] Add files via upload --- modules/textual_inversion/test_embedding.png | Bin 0 -> 489220 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 modules/textual_inversion/test_embedding.png diff --git a/modules/textual_inversion/test_embedding.png b/modules/textual_inversion/test_embedding.png new file mode 100644 index 0000000000000000000000000000000000000000..07e2d9afaeaff3751b68a7c0f49d8b3466474282 GIT binary patch literal 489220 zcmZ79U9KKUlIHiqTnPh=7N9*0ke?FflHFv_uu&(g*-ffD=T6OPQAN&&q^_B&vz(JmRe}D5Y{?GsCk8l3rkN^DpfBnZl{Of=EkN@~jzyJLo z{?n)5{L?Rg{q^_%?yvvXfBcWX|DS*VZ~sky{`Y_X_dopMcYpYc|KaT){Tmz*{eSrBZ$A9t?SKFFum1RtzkUDezr4Ku`MZ~|Z@>BJ^_yRQ_xkNG zKYe}s_2uiAe}4Oy-~8#fpI?3b>Gj8NU%tNi_T~NCuRneL^4(9bfBx#8e|-7NAO7_6 z_0^BQ_otuUzxm<2rBt{POve&wc9p z-@Uwl_03+-`E-no|9<zZV6QLkZ{4py{mI|o?R$TH_`sMnbpZneWSHAY; ztM9qro9}+R`@HHS&$`O!INqgT$;H9mj&@#Vc(ob|r44!-r3Uw;)>@5R9DpSO*!ui5M8 zeEXGsz55|wx$gVM{$9T0yV=Q~H(!1J+hxOi)4G2Yv)@>gpZ$_ww;$*Dvo*i+hY!7X z@AvP1xxUxl!i%5(a`0Fq5sW^J`&8+SHryuW_=riK%XZL#%=X~k?8*5u}7N)!sGwl2R zjdS~%Jw6`ae$N-&$3DLwKm6<*cUdoU?z6H|NC$Z+~S&YjGZL#YK4W$)3J^zs?LkS!aLPsx>=X zc3JTxH+%^T!}Y;5@%(M}Z%tz9M|%lFtVjHZzxVfC=d1mPWnq^!laNha6XLmN?yL@Dw>pS}olf?6TG3%aewqn)S#X^4jRjjh3HQoOEiXVN*fBoUR zd(At`{>L*`Z=-oRjhtp_k0V(`QPWxynTM;10Rna-t(8&U;gBp?EgjHgok0v zg>{2hELHxQoa(;$VRn#rim4Cfk6&O}7{6jsER;7}rJ!^+p6E?*lAU49~Oy@u)H#d`Q>IKBP4HL~rSVu}Bj|JY*V z>tJVi;{*X zaRO%*Ru+d}*#6^pcl?)soN2l3UAP5%e*W5ZFKmcky>q?rK}?B>vzNEx1TMf1_Tyi$ z>$5YveaN}UckRd7eg5FH8;`{P$M)?!-q~L{YTGYtjqjBY*rE9S^5coYPv!M*;#cAj zmcGfS^UL8AI9@g?{^Z3E3;+E5&+`5oXNhmbMc&JE+jcKLQ@-!(a`f15a|UPhVb(hN z^eaDoZQVC^ItynX2EB;CkK%>T-#Ar_*fSe^D8~5%PIB87UicngW$XM020gL7wex4# z^xm1^4lr=pm3=-r$5(vtUFQMohgV&(DgO=+F7I|<>$>cN1Iv{#m7h4XFariRa(}hZ~6>yj7f9+b8>j$-5Q_NBNc5c3(du7dyLk z-wPAOsr&LpaSE@u4?0g@XFs{FKk#$M1Pps`P38XLA9ilOP|b63T)E?wv&ZN7^S-Bg z$o}jR?~z~J3@`-Tqo%oBNiu14>R<8B37fj(7@5K`=u3mZIxjbJD5igC`J42kqXNxyJ z5oU&S@=$BSeK$`T{K8|^LHv_1!llC@yB~k3K85LO#Oj%aE7o7UTDRJWpURtG_jT2D za7R484cFpbFc^MbH3Kdo=Hm5V<52R@s?~7A3#;;j>dF`UdAIB0Yt&h6!OxH4<%-sPEZj*UK9i+o-k{`H+R!~?c(^8-1#cr8D7zS;SF z{|&rX1F@@I;~Lrc!^)-NHyl*=#6{lAD{6qXALrYed}iuSKbIzP;@molC$`O3z7!+d z#y%V0jXUv$pYh0Y+jw2@Gc6`LT_GiUEThdm&WU;Hmc?= zm+|M%FZuY*nadRu$Id?tXY*4-Sz}yfY8^bF+6+J5eiNr3oGdnQ6Z|=jf7#Jlt6xWB zxqQc(AASMr@{4Mu>bmNtZHvkO<;LNX{P^q9q4@aw_#S?Pi_4L&^Xbm%uh=Cl%~$yH z=Wu$jhwqNxT5C05dWhO&-!lv?2a46tFeVJ+%gavukH0ueypcWp>}BIQ*Y-ezgE{h@ zeD+!%Jbua!qp|sVXJ4*518xHl^I={Z~)wn*)JvbW{=AYfuT8jJ4LE`A}0k+doT+@DG&c1G1NZ8bV@Hbe) zFIR2ho-_;gcV68y&c1yVUgWdRi?6Dk<2~oR!*lFX-t^8cxd-$ll_ema0546`Xe&pvzFXlH32jfUEee5b1vbnR}wsZZk z5I%oRL-+uL-);WpYy1^{R)>ohes*fq*Hc@uX_<-Cdzx$fAu^&8~ZR11sSna?DtrM>M_tF1g zP&!ok4F=uaz4E6x{Q@t3dyPVV!r z2Avvr@`>yEneBggPFSQ?lE1`@Jo@M#h<~W%Y8=kig&O_dFJ4mTxqTC$DYHRbeh}0iwWz9$5sEp zk)I#hBCN2_;bQSz+A{1~@m*Z=Gv_f}G|hNx1ilBWa1J@%fZ&3(u2=@a68 zYiem?cQvADhaR;YaoKaD%I+?>^Q1Y!Pqczv1(3d->-xK0f+uct4oadf2A>(KOhNV7 zH79!&FYvtHPJHmzLEwk`XV>aRT5!FLokyz=!u3ltjQjB6#bKQP@a4D+pSA~UUFYm` zY+7x>r$^^?jdfO|b<+&tAlr%|cyam2>;rDHX}QBb!y($(ZF4q-vveh~P<<5--#8^E z!mW5rIlpsR{>m@viQp1nvupJeJXOico^V(mT%dA_e)a^r)XI_CyC?H1o*mqCJ&aIRvpv##N+s! zwXqdEJL|z;^wq2jraSZa)@AqZk59T^{4f4kZ)NW@&49L-&rW|NTW#DEFZHtG2-S7^ zS$b6b=(cY)`s8J2U9AigcQ35`1!K}o`4~U<`K1r@jkwfkiq%*B|MGJ=8Yc>;2dk&w zxHz2rpUyJ)ZVzH!T;FTK1@k+9%10ABc=EANIKjSO>(!>8`?GCOou(FGU-$<9v+bit zsW&4I<6DCZeBq(})guU#(y`l@GdQ(0`{-$gPd*F7ob}ty(fUl^=U>h`3>1^snOUPV ztM?24`K+^%2TrX}EmI!CAL0-=JHBzpN@ooBia)vjisR`yUtED7s1L$wwt)X1#Q(DW z)Oh6+XOI?&8_*8#>#~t}nD`Fo;kO)e?AuwF^Q*u42~NB7&1-ucJcLoxQzRv}=vxB;?ntu8?R%HFh4m6L^ZPFR)>57RvH@k)?V4pK3Z3wPxHF^((OkKiedMhb4kZn zZ!P=Mja;ki=BLip`j_9Q>$DD<2EVs2>)N;)uLw^&n|!yL_|3`@)}ZDnM-0x_Ti*G+ zd*shzw0?9t#-mn>ug7!vH-C@Q!p{{GaV4=*&j`QD_T~R&gE@=pz0SEDTmHK9i}RYe zbT8+X7SUV`|GacRYq|PH))~jJzO7B$CtR%$8-K+8Tz7cv%~jh=+_pWk#nc+>%$%{> zAfENQ9(~#fe>*w?yT#%7;^?a3)wWZ9k`IZuYT)?t#Tl;qrk_@);T*%~MrUw7d);sq zN5h+ZUQE|h8yvlPQ?mqN3=TA$e`Y!QUbbi7@(eqTuZGv#58+|jPV*6I3hI*VvG{C! z?8>J&i+rsw$)A@!U^BmUuIUM5)AWdSMpu24@A|p&FP_>tT=NmdqCKP=#6A2ccGuaL zPpgSwj_=9M)#LBCEyS7g8!a>LU+#i`n`6n(@mX^(?k#s!&+PqPXO#A04#ZiO1AaN5 zmE+izJ;Vr&U~K8Lv*zjT`?|gczvN@$?A3#ZTj%H}GY8~*u;KKos=M7wU4NZZv2Z@y z+{$Q#<$U$_Xig7a6MveTw^(o{R~EB>q_97#(^Q%DckJ##rM zZNxp}O5v?~Wu3biDetgt+^<_-Nf}&u%$m)K1|wqvYD`%BZGbMvB9a!_RWBaDffag z>EH6ho=Hj?;d(#iP2@%Q>!aYJj$7VYQ6QTiuetFAC>2y5Zh zbDqN)vL`!~6ZmKTvTCKb=|k}n*GMNC{b|`Kor?YZe0vRh(hrtTPaRn=qWPCJPTJn( zBjvyR&RI{-vweSaa#8wvT6X7i>t$&Ru6yO1;x^4SjUxXGcc$j)%*9-_XZc2MPdl;h z+aLI;`wU(+|5zO^$DbTn?6aY3HglN%DPC55J1;hOaHYf5)jBgNP1Db;VK z)onjiqw_U(s4l4ferWXKitXD+v4LBuY42FVf7!NNlU7^(IGDHWA7=^M_-X!KpXq2l z!?nexJ@PYg9Cz4zo%OTiqA;+1MIZv`4xXuEmbU;L0<6 zRE#-Scmi+IGoRWO4q7j0YMWxCJhtk_;yX?m7i*TFS+ti`=fW}HZ>FOh)Y;`CFu zxR!l}0M6g{*M8y~YEm4P4a-4lrhPWn5@%1du1=_LOiy3DQ@pTo@z4Hz8@?PZV9uER ztCL$(+KISb7*S1{KX#t=`ssE4UKkN~hb>`+oDV0R^U0}cl&zQk>0I1b{@!-NSF7!s z)9GhsjqAGNznP%nMdiJ?)69z%8|fad6_*Kr>cxoLeXjCtbExK?#Jiu>dtZCG`uJ>{ z|2=Za@u%?59@Q>s$us9QHeUTY`zW7QH;J({$kTUV2l3(S{7rnZg*B|0wTH|9>+#6( zaBy&V@G`ABEws6au&>#V9Xs)->Ve_A7iMk^X!J{G7KevH)rcpjitXa59M%k6`2$~C z`E6!9(=FxeF!lX)=2Nc?$EE$%$Kv~9L$2DjXZGU{)$P@0*=qZDHVKF0oc1(2-@+}p zn$}Rhp=UNP+BxjAsphVxoLO+!7DMgx>c@r2affnbpT(0tY^}i>bh3-bALq1;{%a-HjNy*MR3K`*H_!O6AXYM{=>*X1tw4;R<>iZN#?f9NZ*r}!Kk zE;j7F>v$FbU%hb2npZ9>KjsUgMbaX!`T0AR`(Ay+>d3U?_|48a&YOLv?rnwu#&2A@ z?CE~ub+iWl52x>YiqZIEu|dOYRxF)*)t@k%y{yMIQ7Ue1KE=3L@RFu=c8-I7L>9x!>&decDndBPm{*q>$z`x*7(-b-93 zEig^k&xqm9X!%09tN7((X_WQk#mTaL8hiab+KTgnRdN0^XO}<1&%VZwoJ(9{^AlW2 zty*lchqzK-o>~|N#FcQNG>w@_;S>9_@_f0VGaXHbUUqtR)jaZL+7~^2xUMr47dJ0* z?(yOHNt(r5m^QNu`8OY(XCcasm!0YN_qmoE2M5`jjpgm;0ye(H-}s@~1b$VWlHZ*^ zY&A5TfFEp9PS0M;7vtROgY=^Gm-5xwkMG5SSaWgj}?_LcfEap2)Kao2EU#fI}5T!445 z@`|rh!_i6jf_TGan*$%5-}*+e+-Iz(S%Pxt)X43VFV8u*U%5{%`xOtC*W@s3f}d(& zxWpEVSK_wK4WvEgf74&yGgswJ_vJ5dt+}(4v+(R23(6y~sq-0}-~)TT?&s_26QgG~ zul=a^!~JVM#F@q2AN^?B#rXWp<)>xFd-r;aKe|Hob+vwex7Wjd`9eNW?V=9q{5A$u zchlmk0e588VbpUt+;xw(g&m8QDyTkY8S zr1imlI*4^1eWTB%8K!%VKYem0duG|^_{mk+I&OKkg?(KVz>)M~6b$<1Uhu^U0!uZal+Egv!EX0ue&&<%pNk`X9?=L5( z!}9ABAH!4257rj%kz+Qe^0lcA#YxX|RNHMmf*pqA<#TZ4>dzj0Z~i5}X%=H_;o3Xy z?4y2~*qgexyaoR@$L>t()8zX-7gDZWI9sl(PmmVY+;Z~ic)S5C+`&s~qKi^8WFq8+&|BoW%X*mdDIXyt5s(k)%bj(eZ#Q_{>LplpKLk2;OO`h-}8)Qdc^eJH++hY!+9|d^>~t%*rL5gYzo) zrh$AozF8d*4^7iaCuGO_bFMSBZ@9`fXzhd?-!>PpT2+6t=}Rx9ysV933~GcV;xTskfG1F!5_m({l-T77jIk zUVS1)o&Vt7*5`{MTE}p&IEUOICT<(>RdF>vhH5o>3)`K&ggw=d;;Wx?{rrB}fnMSq z!i6w3oj@+$Ifzb@J~49#cv81_LBoQqfKw0 zvo^EkT9bn=T)-zTeb3*tia5BM;H){_nvbddVC)s+dp>3~I%}O=5bnCRd~~nN{n$1? z;@h3E9CX{!-s5Prp19}O;^2bwa35OAXy1KKTib{K{uN)v5gX5( zBO9(*9IoTcrbiT)iT5nLDPH)jbFJSvHRpqu7h}x<)YqSy(i+a}g8jqnnWM??o1vED zcfTXP2W!+I!-pmxTg#3+_KnY^gWw2hox?Y$cUb?aURwO4UP<$M8zYMyI#BaM)#uG! z&CJA=i)Z#D{iL`mkG);^q3%e-D2@j=`Q(|kV0XN!x%uW83?d&N}Otan*mQr%b$c(h2q zo-RKcJ>SSb&U-D~1NTjvDo*1SV)M*Curstu+nBj9{*pi5_k}z1#LQ{5ul!J)ti9ID zt@gvyq&2}K8+XQFjHSYo~25YrO^xz?41PD^E~xX{EuCW$4o+j zLmFzD?aZm?-|W(yDc|myob*AMaMqOHHVZBPU%KLR-pzXDuX^h7ur$0?>&8_Ed#0Bl z4t`~a;fdDjGt+NyZo{{)+OIkkw`EIlG0zN7zy0DXaf>wZxCyQ^ynpfSW}tg^NWIl_ z5>vmM>Du^^K9*h5cAY_b=IQ;WMfof~6HiUcJX|2`?N71JKf+AD!S;j06T9~AEX4-f z$}Kw{t5rJ7;!<9UQ(QbE+v9=dwb7OMa60qo8+Q$y<`mydUz^-qo?JL zH1CDzx_lbW=BLdF!+t-Po_Jk1-Zt1ebwWP%&^Xi0+P~gG{>1V1mKKx1(t8cMu6ZffyQg3YD^)h{& z`?}?Le6i=Ln$4;=%;)x+!ezOs+-b(5Say#4?5>=uc1YKlXGqy>#SRR}*I%1^>9KMf7f{a4W}pf)H{oBjutc+BhM8#_GRVp{@AJBcN%HWFR3fjV0Zl- zAF9Vy&1m*0y>D}Y=1-?rWWDtrMi030y_pJnz|3nnhn}UCv#xVX&zSqfS;BI$vY$J3 zX3fGnubz`_wxs89R{qr2Rkw+qdT!Ouci4k63O! z^^>bb>!ZetmquC*BR_>LFx6SQ&-OtWU_GOS)o*If<8Vjzfhp-Aw7a;wXG<1VPQBQ( zHPh3r|0=I6zfUur9`eOe{A~EYW2T(tOsuEAg8Dps+3}W!f7Pn|!ugBEqyLMea$Fo{ zcpN@Z9lr8Lu}_PPXY}m<^!GQW#dqS!)rN4m8O+_6?BD#bev!Nm-{I4-uYHDDIH5o3 zwc>8&4EN&a@nEr*rdS^l2f6AzYpLE1i^CVOHggq+1Nxr$ubxPMt1gpUwjEoGbxq$^ zuBy&D*KSSO-`T|H!oEF^8?P+Bt*xBXb>`XW$tiP=^Io)`c`wh+I}rMwnz}lp893)T zwOM$#ITgDMX5lD0diS-tH<%nkR_PNHZo3oDx=C8Ofj=J$|dfza5INUV@ zf)^}1#x-3x4nrHSw#Et8XZbCE$UgI~INy_pSM8d{LKk5R_!4K+2iQC!yQP6uQ;c2- zYi1T{@{M@9FebfaYG+umxNv>?bWAauKk&P$1Fw3ne0$Z~t&3gY)6}hlp>iPG@`ZW7 zOx)=7N_zqQVuJJ&}n^Rx6ZzMpQDzv1M|4lveQT30$r8o0Z|s`Y(8FIMsyIxc?6 z&mXwoT*LTZ>vaw|$>FT+(ZAzxY0BwK+n?~M_)Gd)HDJ9Dx%Z9_e!^GuSZ2;TPA9eo zFF*ble$Bo;^MM1mRvhx*|J^t9?t!r*{t|~}V|=8!f$FKng?o0&`P3Uo(`e@7_!@q4 z@nF6m$8q0<5&Y9!hjV7TuF+iOjz|CRJoN#^uzmD1a>&79yu52QQzve&TIBGtaIbvd zvjS5WHY2gt%fG_!=^eof+(#U&z8l*$^PR3O2AY>~&g%`$dRIQqhr{cswKpc_-*T25IC-0&b`Bfc%H{1-yf%9Z9|zm6+RGZ`^qx_w z#*D+r5o^uGB3t@X&q>^cH+z09+v1zm73RTwrnul+={@RXGqSE#J+kU^_TmFQ165sM zug>$-Thsf1M^neOgJy#_cEB2WD4llZN78(r@8g+T&CjcAhpUOl<-7GSE{#Z>H&28w zEo^Sz%{=s;0P}%y8h(GDXX}qg)Vqjlh||YR8b7#rWHFO&xqE5(U3{b&(`IVJ)1}pj z+jtAyyZB1=;qZqGw?}{MeRk;qa4H--oTo&y*L~w>~56uE%`6V<6khIn^-Xb-X=Wp7*t| ztNq7ys*}3!-JZjlFu%W@6Q9_= z)H77&uC&wouk~y;7lqgH>FTul)8!fGc>Bxn#hD9@7fq}lEo}6o;i=igzWL+5UN}%4 z!`IS}(i{B$j;HvlGdBm}4C05EpIv*Q0mz5V9Zhc``|o!{#5Mf88C!YUUdqG&V4r{g z_0@mjN7dn19XYjeGt`@NSRbD2C(t|hy3{MpFw@*Sn=okd^zBdZ&cBPd^gVfl zF0j_jH+`M|&GUNc<<$&3u8IwNDc7?$pPTDWzQj+`D(fc{<2{?O_Zmi)*L(Lud87K8 zjpuW6`pgM7-$i>HPI8|4W>`oY3pjSW}nh) zFB`OO>x~Z*kg_S3pW+-d>F3pXF+fn*uoBM(Yq$)F`E23GuXrK`6e5rSx*fp zM%R5|YQ6^-_StCXgllPS^)zxKpTsgb^=h;X1=a1t6FR)+7h0+4I@qsJ9>U z?eV#C7QA6+b-~8s&NA(|{%bm2c>L%W!3XgwruZCw2e((R)xE;9ayD+AerBFw?{(^n z;oAH(4xO&};G@&$jL*ld#K@z^9Vd!cJ3F;?z4b6==PP@wZm#d;?|D}b|62Jfo;&@W z@^Z8G_O$b0bM*7MxO~25PX{mg;_wHUnT@SieYii{3{|>I8izgCk1`8$`sRv)H;=BqQFn$N>umKVs}01R?^WCL z%Y|R*Hs&p=OWCko_dHwYS}Ye=rY)vhojRs?>CE^GTUQr18+7c?kDGr?7pZ60yH44HzfIkr2Ap;@+?UVApKosE zGxihj4a>ulC)b-(%%^&AT@1->h1F-2J`+e#mF% z`ObM}()}NOl;K15JM)(?x%~CWqc{wW!5_A$u07AI`I_7@b5`MH?+%p5w~hRy^NiOH z7Ef<}U$?V{(Q1191tzc`zO;O0G|F%%UOc_Da^uSF@=(ti;#x39+_2a53G)YQ@A=>I z989aetEY9&C4S7W>+8ft<34*$a&>-KKfWF@KWCc@BVgQcEVgkb>|72wy~$#?vu=ie zX2;T!9y2;uf6)E130~Kl@4d4172o=6ID^`v{C@MXW&ox}nPhlbo;O#{0TcU(uGVm<`f1oZrT9`%aIkU)}R4{mth#hKKoa0r6H2 z=65h=`9z%4**B-vEJIlR;7@6V`H_6$GisXjOFaF`vDJ@!#l3q*x!CpZjnjO<*NQ{- z8cel%_q{YE_Q~$``C!-7?K|$^Yq`AMX>&_>WHol2`MR&K>ycPnxu={Jzg>1@2kXIw zM?b}(;}l0v4)@tB?5UQj2KV{>+)w&+XMfK%Pygic++e(Zcz*V(PT;T0AImrOQpG$i z#r|;QeFkx$a)NWPCwV76yYgsU!d}{^JY9Upy?0Kt{%ZO9Q8UY)R(Lq~>}4>K&-Kh` z_1GP^_U_#3k5!MwHHX_RJ31Hk@0~ow;hf{@vE}FSkIDPRzI^5Ldrj$-FyNZI;1l8r zr`=~?&Zr;I?7Vj!I7@M~&#$^5u2F683!*%>@zmvtD#P?v) zg)`x(HC&nsJ2wyY(8trD_y`-r+Ip&8XY;Z!%DLkM!_&n;^FYq^<_uz>S}{MWCWH0% zx?ZN2%l2bw^vDzE!x|pX|8& zlz-A&>Q7y>pT36|EX+-N>$&C8hwB^0OE%W$OW|y1!^g{;aA$qCygZtodaGF07i5!l zU$H!h%U1JyUc#k=_3`4)pn0~=ZDwm0zRf(N>s9N|ERr>!ddcUksq>sV!)FI$%EQGl ze@G9&KdZCg@AfC}rjn=Zsr+5vkB@ABk<04c!EyF2?qT`fi+hQYdFM$Qb9&o;4kzBi zho=YNbK*Q~TNpC$f0!H_P8N6Py~k?4z9wghIiH_*#5lLX`01tKV)2D}XBiCId6Zw3 zALDq{LH@YknnMt4!^3fwwpWyhnZxK2J42E?uWJw2-xGx>-8_uNf>IP)Tl6Uf=to8CY6DQ5O_f%$rV1S_*g z_f+q%I29kRSq`@D=@mGK(TJ~lWVDVx2iJQBuX9@a8GfyHmh1UMxs{J?zjvMHqhL?` z%KQ=B+p#Ebv2Q+apJEY){5d?k?4LeV-lqjm99Hjc+_9E8ao7uo=a~UES!;?fkH431 z+`n0gecf_+{ite<_RPN@YYMMmbmxb^(Dm}0ljqn_9E4eELo-{{Gmk6YI`d|?;yl}E&3J&Jg& zxR59JJ)7T?-(X<*g)N=W&MDQj~&r5f3MDlp<=Ect219d4%y>X&Mxh#yuR?cK5xCP*25o0(|_oK zX&Qq&=``KbI`*3C30f;IVa=|Y9<#X`8{l=L7tZWWInDlep0mGt>~d88NOP)BAdYuF z;(zG?ot?Gu#r*i(yPT5W`x#$P*E~K|-s>Ezjl;d-Yrl&qUmD)o`vmG;=)vB8>}=}~ zrgzobu2*)R@e}LLEo`agsrCsM={OfwyI(bG_#anq?t1jQ@?2jR@33jKnBhq)Ueh?@ z{QN&2kmjgv-DiipjSkKJ@#S#ryyufI;TJPs9VYZn1h{<1N8fWl>#Y}DZ$aI;B6g3t!^Gy_aX)>UG+F+*@r7Lm=frq1J^cRo3V)xx!xyT}qhOZn8+`zH7)M(Y=AR!ANFgnJs+P2vG_pqqRn45j|soZ z>wBiJIk zFNvA#%hvq1d9pO#utw}|K2@J0EX1SAkJXbn{$A76R_r+1g3q<@-PajySp1e}txs4TBqn#BgwGd-cWrCGIP1D^>tRzd+^kmlr#|oId3>L3r;ijSmdnJ8 zJzf43HWV}R%gp8QtJ@avqFj`w8UA%0wpo~%_AUknYvZm{`>vYJ=c@7Q2W5vi@vaH1 zWomrqGW`X7h@E%7s_y0gy|)xTu|u)hxnG(T%>gD}vD13fsCHb{Q-Eo`n{seSUt(in z+VRW>vLQ{XKJETqwH7`QuFrFLeCf#{>#Iy{#m~KqRZKhg)6Wo3{4gF<&0HPnytaMg zAM*OVzbSmF7q)E3cc<R~l2P;K14^667=hevQQ zU+L#u13oPuj~6v(Snfz$C@1ajg-hwtVd%W`?9s0-3hO!4N2y29`zbbV!S2zEvZZ^+ zV`naJYM6Yevt%Q2UT^X_vy*lfm#B8N*Yd9(+kNI@TkhjC{9C>(E_dHdF15GOC3<#t zw4u#uhYyuoFAc363HLT{y=ql)#=iEWo{Q%lpWwgvg__KM{Y-1vwTivP6AD_`@+*ZDI%x1WXY_9>sRg}hkq<>zwS{wzF_6WEoHWs9(W^Mx=r&MDsVx%%Mt zcl-Z*rv5|kAXhUE|NIrcH-lAO2g9lx_cJ+@%lJg!r!Vw=GMsYbOSTBgP{!$Lwn0Rp;dLi78^TOuG@5rfU z9Uaj*^=uwLzkS&H_?Y}v4Rrk;f-q=t5b;tUZ}^sT$oEceVAF6IuEn=q(=)iYAC?>0 zA$~XYp8L{O7jEhQ$$R2+I4KUkf44)v!Zz`G`=5GT&3x=ruHqBb_=Bfxwe7I(UjAj z8;o~u@v@_bI%7OEZFBHx?6hoTz4fMhUK!rV`F`$b`=jZG=lNS$0wbPrG4n_91*FZnt zC_7f&BTPxlX?~+QQkcABmG3mulOL*qJ-`W=t#TW!@`Rqytw z_IJA`^Gox&^~Z35pH`QI!|5htXILwj!zT8JY4sGxFV{Q(n}-|W=*&8X zyANG6eppSAeT%uC(>%7w_U`3O(@g4VKi=IuI&1To@%!Nves=M^cwBtn=jPpqXBt?0VH0eC4VS)i5g`h^wAko7v=a$8;jI1_xVMH7#KJgKTNPd}rBSt`#%!zG`SX zK)mSo&&gL;pFoU{p0Th&Zb?5G9>xY!H}TbH9-4ljSWS1lpUpUaAO1N5^#X41I_F(1 z)u?i4_8Tl4o&4C455$k{u~-{!vUnB@mD|c0{Esj4eLl7JQcXT~t)?lLpZSaOR&|ry z=QuxEN_Hcak3{S5mECq^sg2gNe{-S}w_lY@Mp zhQSu_@G&P}tTe+}%@W_8Jw0M#_*>HvgI#vr`)m|A)148n))!)dYJs z1}22L&Ctsy!z0vUiwnj7`~4O2$>hv*^u3pUK76d6iIX;Gciv~~devgS7T=8H;Q{w` z*?@26E4^!>o}Sp;7@0<|PObhOE)|d1dOhEnT1DQ~lbAWJ6^qVlW;&X=9*ni;=evU7 z_}o`c5Kq^-SB(2C4Cf0tMcf2N9J~@QaE>q8pBN8g_xqS&QrdEQS2j$~+Ou6iBrX)x(UR^NHpvmu=JY#X#>QX}+x5aMxD8Hnn29SpC(} zI9Hztud9Zyr(Uli&1BvOe__Hkiz>E?ubvr-C%PYh0>#gkf<5++127&u&K50MZwbz*xi{gs!RNvRT!Q=Ot!2g+JfIZVs zD`zhI^qlq7^zK_9RLp%2}{D0mRH9XgP>wiD%g^9`P*)Y)chliwd z@SmAi7SGigFy(Jcm(g`1>rKbNZUIsLzttBNyJ^i*K_* zd9u7a^VG|?{A_iUy`r?7oVBC}jkZ}mn{Ja2?|hSwha-K) zTEoWuyYS>(HA7m!rJKutmo9tF@|D}t_L@KFyu{JHe`g>c!swY@&!+Hk@txsHX$14W zlDG@p*foOB#WCVZ#Y6R{dSJyZUg}h9&N`W;{8tK*yU54(+hiVO7=Og#CqeslGx^G`RZ7j>>%?B>tbUH*mX zw6Wz2zUQ3f)#<^|hR*kV%~{j3t<>jfr+j*F=!zG9()_8l41Vz`>vP?ke{`O(I8JH5 z&hcRJtfl#;H0p9gJyAGx$6@uGnnF(EpKKWVYetPORIO9CSw|Tz? zzfY6d@m7pALy-0fkL2;e;k~cwNxD$DhO4=^wb5e-Kf+@AD?ZN8wDETqm%YI z>rs2}XH?W)=DppsHOmocRx7WkyX8a8)#U&36a2c*9j1tj=2UxzX*lrIVdWk+W%K5S zVU4&EKPT42C%efl&fWUMs(9<8zDv7LhYUOJnrz#^wd=>|!A{K0+$|2def)**J0r8X ze8L&Vh4(ve+-rQP*mG?>>bx7QefVr~8NO#1=Xzl?o2XmVQ`Rju#JhZb+rd7lD|B3mh{`}SylEQ&28&R&Myv94R+POP7OaD?wjlNSaZuwAqj2ntWcqC6{r$=8o$2K2=5}Dwg{A3D`TxSLG=Oxd z_?MbA4Mgp8pAFlWgW0IQ_RMJP-*Hr|!G(G`<&iYdJ#!!r)-$TlfAw0bD_!%h$zjes zd!Fu}ZXj85> zp3NF8Zf<4UFr2a{_ntXmv3F?@#Uop%w~3{=cr*6To7~zSi`5X#T{IKh`%H)bZe1u2!bikzoVYnI z{qb%4p69MVGdF&4;;P+UDzj{~zRv#c%mY{@nAn)m?DTm5+Zqlk)k@ zP;^F*_gmAW+W+`Z&z#~lyT9ySa)bS;A)AA6PAlg+V>T-vq%($d^q;LUPXAC2i93`N zM$^9IA6D`?adG=z`RJi*#xLblcDyhtY&tW2@l&6Nn{ny%54!!)s?zGKgVMsvC&k{v z*Yv-a@q_E$`e?%$mZ>+5^A*EDDKRrgrjtb8>b)c(YkyxE?24uhxJ)3jf@A4|~f6>9;fcSUvZcKe4~TV>-cQ2i$qra#K(7-DcUs z@Tr+sUXz>C#>C9@a$ED}y|Br3^qj=Km`QUu&xBn*)w{#ky!QyjN1pK%hi>kTej(oA zaPz(!tDH)@QJPA#C(UEa3#i?xGq2uS!wxnsPV48uifzOCtJR^|px)eI%i3$#OQVhROuRdv2QNu` z7uU`Q9{KQp{G#6M>MzgG@g!UWf0AXZKn90bU?hdQLJN9v_wmZvVE{ z_!$37SM7HI`MJHO{6xN(_f*hd^DB68Vs3B%zIMN63Gb!!U8 zstwar>fQM{_q}4Syjre~FY=e-XRj$d;kS4ed%>5q?ZaurTbfbWFJ5~-6lQKrOB3Zs z&4$v_osD&@bFX(3x2|tETDf&Cy}KS^@zPoIeHvdmeVuu0l!yDin5-sr9@}5!y?Jj| zIy%1`eg2W_o9l5dVKkg9=kNCtSf}%bJ8{sdVbb329Eg9yI(8U+CSTgW>&ZFb8|6Xw zo0>0fz0ZZs>e;95SHoH}ef-`_m<@Bwfx{o-L~OOOMI2r4O%}uX=)#n2W*=d%_*V<~ zv-=)#5$ohfY%|Y!S@%AZup{3JfB8Z)zv6uHuXq`I#;4h~xZCf$g^T6PYQEOg-zQ#N z3#ak@$=TJm@fvtLyJ9+lzS#dJ=bZ_-aHtf&w-R|joVQ_uSVs+00IA{9_ zpNCVyO}X{>Fn2-<`b4zIxHl$GV(B_2R}2*TYHJ zruqUVmS@iFBpZoq=iFT2=zwB;_j<-=>I0uk4@!e^{k_-vw#|o?^TdvLd&Ep}5{Gx) z>ghNaEqi|!zSi5z7sF7wzO_AkoIR|o`m`GH>VGahpRW`HaUVEWz2@4t9jjx;7e+I5 z{*!+{CCber7e-@d^8D<^<0i->*Nh z>u1*!gJF67^63wr=WnvDGpP=c6U2DucXU(!jGNR`fq7G-;74qD@sH-L@H_U8^TQ}H zuyUWA#fO|*`fi-@fobKRv48oIy{h{*j`pldbA8Q)#Zg-Gulm;ENmvC7IyZdsa7Ndw z7u>u`G2Qo0Ul#Vd?`WnlAPk19XC_%Z)<2AI6?5%*SXX>Hcjr3(Qf?Lt zQy-VBVCLkv#rHdFb)Wnr=CZfEvg|Y(gEh~)HPgW0#eVl0Op3>rlP;Z|Jy$Qi&%|%- z5w`GGzP$OUy{iw>vcrjL`tsSXNsH5Y?x6E#tGMTmH|L0F`-4OA!|IHgBfWWbvvr+y z=ffAPbv7PWSA@~&XK8og+Sa<+ENt)0^P6fsdf|?Z@*eFIHn9=BY@YEkt5gjZ2Z$?8 zE`$+lKb=PynD#t#Jh;|glk=FF%KFpA$jnykoX%I^2@I{DH8td^nb;71yro=1kK+rWRRy2?OG<>>K76%TEqmjW*Bkg#)f#y}WxXaS(V0@6zq3Z@qt4 zTiiiTs5jShLFw7^yH_s^n0fDbJiMIendP(XziHBGk7;1psTv8M4NsW<0K0_g{ITE9 zA%?d7sw>L5;=)%#y;1~%_~%Y$ffy(Jhc=KbN=HdbT)Oz_aEIGWJFT~}YPn>CHU}nzz%2hKXX1{TX z=J2Y|#lc!rGcTiMJKy@#Jx6xeQ_jPE>M@8>x^Ni3awosCk93V$4~)?}S+=k4xZab; zAL^Z2o9|ugsmEIU*UO2o$3geZu|3nZCuY)C+Go!x!KDjF`CexscUH&Y7i_h9OJX?Q zQomfyGqbVuLuY#B^Y~Z2Kfd4@-Ey33Z4S-9V1wGxECs)Sd+U4ZuZy?G8SS}e4>mW< zHhi*}Vc%vv>L={IHZz~rp9UOXimxr+?mp9daNhY#b>W`(JwN5 zSF(2;V%~+iYxej$T&`{mKbm8JG0O(#1Hv+Y(o_6Nx8AlDm(9J(!9=&?GK2z-(=WCuMKDpmJ?ToCYS%UX3Y%qM(eNXSX^~#&hv7d|YSI=yGi0_Ft z^|XG;>{V}N;e&Nl3t7|5(x->#Ps>;EsQNnf-Qm1{LDGmSKqu)9-UcF@dEeLke*siwN5%iv7s*wBlyYY&&7B=i(lX~ zX>83+?wnkG5r=Kgs=i{n?w<37H`RZmA%}Ni_~Tu@)kWp_X8h?9Q(HYa;AmcW(B$+u zpgR2YB-x0+RG-FyJL_j3^y=@+DZS$<+;gu}+w;{pba7PPj_0YH?>H#;4gQ*Q$T!pl zkKYv;#$H@lO!L{{Rtxv6srOjO=QI0Ky>ZpVcU|C2VBgG^iT5<$g|lhSaoN#a((Lf$ zdgd3d!Q`IbDzC~36Q^<1UB}B&X+-WjGZXrp#oFe}`Dr<}bL5Y4z4Lnp+>5`B#vErz zYf%U7Tt^4%_b=6l8U9m_9}ZKl<1cAIJ?9ng!Ku`^cMb@v!{0cS|8I`K-dFA@uG2r_ z>2&bo?U7$6uB*rMJ3iF4mo1zXeg^yGUYOFn9Spp$n+<%%JzZ}w)A~2Q^_&T9B<@om zKcCACYxY3FzJ74ghBo3**#ox&%dGceU2=@9Y%^pZ;xyZo%#s_CQoJDpEo z?#yoGTj79vH!BnF%1O&c&Eiasn|IgbD?cnBy?ndb6Y&&($47R)Ps^QIO*KUC?rI)j z&S?FqTTExDu*lM05&Ivd8 zaelSpFyE;zf%oOOw0<#g+lg)LA^%ka&K$Czy=~7vd_Ju^o-3}>f%oUqEcj%-`l%hS zGrPH}{Z*ItJ8SC|rM0P7&R%aU=Yu`3Ht%Yl_W)=A>d|ToYtGlQ^YcBXGfy`h4?n4{ z6}KC6;7>J1`K{-e;!rU3j&ax}e>EHCe1=QlsOPhBfwX|))ji8K`yC|k;+~=4gHwmg zzjsU(Gp)7!#qM#Zi>qC>7%j#=!?N%@t#os>;vIg3pUutSHuRt!H}Q(Jz4+f%FZ;Pw z+s9psmulU(mi0ccZv3FW*VpoanyFch?Jv#wmxtwL8uY~MdDjQ*jIYx@s*|U`dHS>b z5GU^$y10KePQJG5=={&QPft0lbB=7yXYRbp{%p{51nFDz?AqSX#fzqXPtR;NVfW=> zN_+TyC*e{>rm-pG(2YiO@J{u3W_w7q^N%Oc< zqsJxKLhfGvKkKa4(hHe)@UZdOCx36|1NQp-*lK@|kI=#Rtvpl>r+&YlJ42h?(L3;mfKm?QG_xMhn8>%uz6$8!A;*AN8s0U{_D)-qp_bnN{e&uVQP4Hap?E}|AS@K)@)rLVbx95v*q|| zk={L%rVKMr&!heGZFWsRP^VAaEo>4u;T_B@kMR#VfBX0FcKc}lBYl#;9Zk%&%GGIn z)hqF_^A3eWr1MoT zJNJ6lG|bx%!yPf6jpATg`ePP*WkC?&%^xk)ZDXuTHodb>{opB{n3uu`tZuJO}Vj|t&5|d zdLjMC`M92aj^laPMd0aJ2FKEDo$**k_~eD5j^c)PBN?ZQq+O z)*Ex};RbuXJ~Op{xW^XN+^}fdK_01BiYvf_cwTEw@3)_pclqJ;!QWi%GZXE zoSY@j@})|GbB+76_`e79h|VUwwK;TU5$!AIk&4e*9&)UFm!tCFnZ57 z@so077#~-tf9>x(-e93~6BB7OVQK!m_fdV5ZJYP5-fiY;Ymf0}Hi;7zQ`OXyGg{Ae zufbV0MmeS2b8`^)DyBQjaEq_O_mijO-0ITdrF@Jpoc?3j0dv$Bv~+mpI%39N?wTPC z%uZos*T4bgqubB;f>^xfXVQdPhjlO8cZS`MKcu0=xi-g+Q^g(ZpWU-3oLKvrnieOO zW8|WEV%%usgIK61A?Hqy#n~S_!N+2l4X*c=z>sT}`>IXr)x~Y9yTS(XeD>-dY1{m| zS~^YU!ksIQr{|Flr0&xDD(S6a-~zgzq=&W|7ajyjv~#~IG=2;=kYGWCXYoo868bMNam&so3F zo@O8P{;+m&>3KFNe}NG_?;h6d^GW}#cb&%0#`CP`d3K<@FuAc>Zu9{Csa@MP=QO=8 zc8GTs_q3yZZ8l7=ET)E|m!G!|3pd2-*B9p|*XMIEW8=H}6@T<~pQ(N*rVqb?ANf=3 zwf^RE@r@f}#B2AP+QVnq3{KzQ>t~&HTIA?vgR4iE7+%!6V8826KK%9Uyg1CZd~&!^ zn7rares#V*M=*J*xw7HB1m+SiR z-=2@ZKg);UG9FtU)!NjW_g>k)-gG`bbyT)ykBt?bMRDC3$`PZ1ZC#SD@!P>~cv*jZ z=1K3|3lpnR-~(HxhdC!Pd(Bb7KHPC~Nq(GWvE$kL;mGLy@MCHKIcVc}_k*MLy6uBM zS=ZxTP`FSw&i`Q-JFxMJyJlO<+2McBOwp8fOzOAr-FS~RtJ}N7^Hfnom9UDW1|a;Fiz7cje=Q<^OUkyVWn8XY-an*q?K1wj}JY&P)T| zu^Kl>r$}$84r=ypw7?suVO2GRvvKZxF3#~Q{h+n@Otn!z+l=GF)AD`%B>xrf#U?xN zGZ=2}+VU&k#&62i+h^>f`Xya+cwL{J`NfGHnoN8N&N_R!IDg*HoL6s!i)ownC7ba* zyw!Q)`}G3qF_*vm+1S=IjXhIUPRlmUdp|gF@AR12%;roc*Jj@pv(7(mmHrC@apHL8 z#^Y;NO8n)MX_5Hc!fN_}^|C>8;Asf;F&6I{ZP8lu=jqAq-%nGmP%X%Ie6$>_KHL~l z?xfvLZ)y6ok7vA^!Kr@|7oPfo?>(Pktk$;2sa@rydZx#QY-3G5N7syOeS`G3Z9_O3 z2bsF7Gos7gXLoC4d}gql|M$!#z2MZEup`b@ub^|s!8*(1uhtv}7rW*4>NEU&^RslN z?%n(dd=y`>=+qCxbuJxw{HK20@O55+Cs*34V_MY_VmquvXEi^4kB z=5sLgoIjly*R(D+6kGAa2S4L0;&uGhHSzh?U%cjQvYpt08CQR7_Ox=_oDUtP*p$=R z?J=_~j(xU!=3m+4QS+xu)MMp~Y{@so#qJq}t1ve#n*KyNcmIwFYhm}Pq33MIFE_Vq zrZNuOe$%n-M^4xnH)mFT((|45V8ZULQ^1R6M(VM`z_{|GCiOi&7H_FfnqS5NHqV7| z&4`G*IQjH>_jAC-Ubw{;>23IPv-#(l9&6T?<{{4 zYi!Go=^t{!=oZ@+a?a=zVK@Flqr`ppb<^6|AFptZ*4s?N!pM5JVZ`K#d8YHB3pal^ z{VX;~lPF#`r-z4dC*4=wFRq_wW1ZFA^9&eFk7L2g!vl&fXWa~0^8mvcZ+ zrfa4bFRodg57TG9p*&H4f8_}Ib>h*Pr)Rx)_j4|6Ucas1S2gt*f8~d_4dg;T+y16* zY+d`j`3+m9OUJ?7bKcdm?wOt!Z^NzX!OD%<|Mnv|H**B;YmdeFnNLlpkL$2!v-;|q z^GrjS)7oKII2kW-{f+PNF72YZ$!eDRglC_8R=z7P===GnwI9xW`A%4f2Q>pP29|%N zIaKR5ciqffb?M1>X%d~8bJSlc@6@MWpSAba3Qw$8{7;Ya@Qrj)Il=d*uUtM`Gk7q{ zj6gce*ce9P+dJ0uoB2Rri}%X4`g3P)#J{WOXHF)p!`AZm$${dfIsoQ`MV+y|9bZh>j=PAhX42&lalYmd;^DOo@yErp{NVlH8r=Od;XKLh&E3$odt#4O6%rh0+FK}PnqZtz1 zg#F~-d6)8Nj`EDX#6iM{YB)K6t#@?tix08AxN?r$hSl@w8fv>R@%sL%bNO1_zH^7$ z+4s!b!VGqs9_;jE;hVkf>%zIw?&`NSbD+MghTC&h&3jINEd081%f`L&|8V`vq18tD z@uiuwdvy}t*&I(g|9*z9*@Wu4@C#Rv=knJ(uJ~2>kZx37HLr2S)#WSY#L;-=)7~Eu z_F2!RUG#ih9I9F-?g|T5KCuq5;OEss@gjQH;mK*;{I1zP`5zWo@2aiSE96X^yK{C1 zY%phiuV~FS9;pAb)RLRBx(}s(0!=*Y7%YtZT#c_+RsE#k0EN_~Gd2S8ZG$ zF;211JUu1f#m9P%T%P6^YrpL1O#A&;{T`H=tAWk?3}A8kQF?)R6Cdzp`OBsKu`SHP zFJ~6)@w)@lFJLrZfOqBfX0*1S+A9qWLWP@y0q(=j*BPx@u40j|hqq#4tvT#>J-nfQ zTsCZubK|XEQ2ecD|7JF+^Vl3OUlGsg7;%7ln0#P=wi*Slq_<5il`b@#_FC6Ghuiz& z>K*rfQ?oo9Q{gOIuzg%Q-?P7CXXozh`A<0BtVerVI5M0TH}Cl-nw8J;`N#WBN&xj=0%ncHNM0zr|(fMnh!3XSbWvTj>D9{ z(?T|H^_ga1*}1wPZD#lH_cBfYPv_oL6er5v{HA1_E>O%oj4 z^!I+IJU`$sbUt63e2dHP*yINj_x3IyTQ9D;ZP2-jt?_?nhmZ36)mMUh)l}lSdc1v= zD>vTCPw|Os-F_}!v$3WeCx2A?vQ^LHZZ6I5o1+{qQ%#Zvbe?zg|Kd2`Z%@rcB_CYU#QzdqsaiKL~3-Ol^g z-hYKZ=^1HS;Tujcy3G9UjN2Z~Y=pt&D2&hhbU7MQ=yJJRDZVX^DRInrR8 zPp4CeyU~Wye7avX@A$cVySaK=@bu@eJW-u_=J1^vZd6UtbK*VUQU7t}4>{f07GKt# zhT9zT!jR$E@?3qgD>vcnYcKZT`*fqJ-I`a!6?d#>Gd+;u1ojl>ojeK$`JZ*cCOF=6 z=^L9S2aBovQ9f(V80WjM>*v#@N9%`$X{kG3u^-%x`=u2&V{*+kUgy&6!Tc_Ru%LR$ z-y1)~T-+u;8=lUb=EIlfd7uT>%nayb^bByl3|uUJ#vaQ? z_`3KUzC~+E=eV9rzSf)1&hr+dyUHoJ#rbTwOwa+^5 z;j{Ho#pTrM^~qLU7srNmVMlzRe(T|_?CRZ@@+uyjFT#0PKb};2kCvq&CXHP2yuk+KVCWS8aq8)zGw|; zn!{_h%^W_HCw_?fNR%hZd@U)Vn09xr5D+JiqQ z|4kpY^}w?@X&ijlN1dg!(P2K|4)Bv#i@Ii+pA&h)66RWSoMY+ z5ibdMW;Tc~?|vqGz|5I(9sMRwx8J|Z7hE&n6Qj+^nuEAw0zRb$JMY2!^6Bw0z7n<*O8rDcqgaK3{P=zp1F{h%U^i4 zJvGyUuW#NBw|$MzhUev~=R3Rk$2@OnKh^H_`WAm1ZZFr>Cy~b|*B|cOdBa}#JvtUY zq(yDs9hVG4>#I*q<~}<|!Lsn8nX39Y<=e;a>Z#t~qplryEZ1KB*E!ehj#tX%&c^?T z?f*ZGP%d`fYwv(kKi}+%vJGUe4Th~mV7uhU#h>`{O!$W*sofdpY$wl{eJh@ zd(HpERlSMy!g{mUn#v3Ik+vUqs}>jz{&PoM#=K zu`{m@mrrIcbn_WFS+7qn4!h@_VC=oP*>H|{Lz+i(CH>4k8~cDqQxBFG+@tzc%#FU% z9K$>#7Zx`^A2#{ybv9xKUKOi+!k+DS;|p8kA?>C9X>+dnN++KnnZt;g2x)wnJJJXFH#5 zP31ejlMX!k1-`_NyXH)9?H!8zR&Mlne0jyO&o;{;rumUX50dQSa1w zZeL4toqlIM{?TXn`<@AHjqVp_g+pS}%>U!Fe6;V?J89kv2NEOq`N6~HZt52_FDbS} z@BKaZ%!Y9YdunE@{>!#i>+Sgvob8(535(W#`A~VG{Y>53bsl;@Yz~9V-<<>QWq&IM z!UsOyS=f)Y@~O36_p9ct*W0{d+PeP9;yq#BK+5G=Y9*a}d0SpUt}iaJ}-fSh{WG%&U>ozj1-yU4ZxA-z#?6JKmEfoIdh+rx?B{ z?qO3s2pomIoWZhRm>q_|p0sUt#AD80roQ$)Ig&s4*|^suFUa#SgzbxKew=QwdK2j| z%^=9B%|>-D+eS05&mZ#TxLVruqi^xPcuxB(SK-3H&iCwQFFnU1p7}F>nECBuCp^RL zrZ*bSR>wT-M0-`I&e!>4+Tilf>^Zz=>Jz$Eb;qtN>s!Wqob$}2iz8=zf0n(QEu+0( zvrqB{Ki;2>cZlv3QXf342HX8?4|H>wDD(<*UvFK22^qv$`y#7OQ9HeltgmfAW_*xAKSSU%Fn; zPtmGx?01H2FuDkwuJ>v#W^)sEOK+#S@|E->Yg;^+&N%PnNE590ucqI6`_!QJ6@RJb zVT3j9|H9ANh98fj*CkMXh}+mBXO|1zH943_<>^{bQA7e42V z%H4ynfBtRU_R`*`kM4Z%brQf_Sb+2;1<_qnnm+lH;pBf;kSiHjSi|HSEH7$Og`(AmmTG3g>qnghxC-AjXqu@%_e);yiv$(U`JmBKj z_yeB^XJOal{d7~ilo#_s{-36?eb{*p=fF$(RDJ6!Ck!WYPU;15+Ov-O27@6h&iSwV zz@zGj{E2TY`_60`PGJx5usDA_`&<1=7nx_f(%Q_$K4%Ym_k8;QoO!iXalW}0KT*@< z@7FA}n1i*;U&eN$$)t0PpP#&1{e>${e;{7j8nzwm5!Tgzk;~wJ{C?@COzAykuNt=j74Z-P5|nhCiMC@(K63-=ov_oKyVr z#x1s=I!%tRMhk<_j2Jx0cg0z_O^Zs$SeO=X2xB|j$)WXP7Jn$l)kXF9rnZc?IQMnt z)yU40FNnFYl2)?!GWja3=d1LhaN=2Kz+X0m5zYA3Z#q4N!BNlkwGVzCZ*u-S&YerR z8^`FKIK2bn@xGy+k?Eai_4wvJ4()x#W3wmK0%?F@QW!JOEacz*ZEx4Sv3%ltaZ^5g z_ekV8{@Hr~Ck~nc-Ool9+v2rc#8;vgo9D0BxUM_7HqOTu;cauU=b3x=E8nM!?hdb@GA@^U@irP0TO z`g$60Yfa;L_Mw{#VRzWVXRNJR$Hk?p>*K4{f9dz#|53-$;H`&E^S9eW9 zm#8KvcH&h_k8i%Gx(Ww?rPZT@7q^Y8mDq^iraj;q@!pdg{Cu;0^$A;7TJ3&!V0jbI zn7Hw|nfY7z?Htpe)2hQ@7)|R~XCvNVj$BvoW@bx!pXl~e7~1>0*bko=oWc$6y*jIW zFHDR#wclU;UYc?NyNkp8TP>q@Uu*Iid&ur__WD$D!hPwmT|K4i-1%B_80C%OZDGRJnZjsiA68Zm*I(TG5x?qwy)%9>cpx_Rdb^%AOfAM9 z<;bl;@qORRZuRsh-@&yNug&HZ``O9o_}Q;`M$d_jhQa^KP2t7zhxF^wii^GJ?>dKH z<(&K>Uy?8R<@nU{wR8=6aWvL?O5xtFEz7UYJ6%w{am|qIc;!D~4!_}pxD$Il=IwgE zk^c_%Os~ONtsYkzarcb-?h2RW!ClX?3p>RP)B1`%etG7nthai0 z<`LZ^e{yy!AC+%rj;qdaze`cM+_p$t_oq4?20KSM#ozb$r)GCX#T9&qxAwcwf&YbX z<4-Wd+T{478Kw2WV|Br3d~v16^YfiqbJc?}@v~;)76+;?oc?QuwYp&ZVAbPdW}dN` zzEk+drW@PDTD4ESUrpic_~WW&oMp4O)qLp|)z6z(@p-z9J+z;Ah8Vy}b_`s(H@u#n zNW4VO-1#Gn4P)SYXIq_h?(4J7X}Rv?#5A1qJiq_v%heOoR42_dCl3yUOYl{Gh*K2z)$og}%ze_;(r@5p z{f6yt&Z)Qmo;7GTbvSc=y6OkqG7YhK?0pS#I6PTc zUfjXHG`Hr^uetyc^J-D>&KKY((atsxo>(@ zy{E85-QCR6_Qhr}hl@CuJ|BL~^OMyjY(LnNkF)*s)Ax0U%he;HQ@ehA1#e%ur(9Dm zEFR^?w2Dgy8y&`Z*-IK^I)q%&x^F)nJWaRHpQb-8_iR7K)6>tJzu>Q8!};uYa+M?a zX7xjL@Z^!1-6(e0ABLn~)&~%`&5x|O8m)Tb)j3pmS`S@`&#&uq3Z zoQN+B2Y`3m&pKb&lm;88tIu?_d3JWq=?(GK{7Sw(=Tdye8Q3Up2ERQkdgl%}CQ|5 zg=zbq<@bDO<~Xd2{@vUBo^6l-oCtOKZ7tx7whYB{;e68INc-YWffLfZ6@r z(>f+ci1U25XS+9UUwpLwLOh~pSJVvay!gnR3%kaF;sskX=_vB!{H#6JLCOuJqZP|F{&cr5PbpLYE&NJ*|z4Fj# z;r_q;cYm%t3TND>XAO(D;%;+GzLJl?xpG1r^gOr8wtTBxjp4GR1I!SpiJ$;`|92zE!J{3;P9PF*nI%oTqAFMeZ z2=|Z91lNki>f-qK*Trdj zokVcJGF%&%n=@PgJ+}dx?AQ;F_&~C)?N9GG3n!P=Ba*gIzdr*Pr=i z7|Ac{b&Ym^YOCGjAMKrAn)zE8Gw*_^hN@>>Uxr=QntBI$J%-Uw_($`d>vI=I40c_0 z20i5PGd|;9&Bcff{>0b$>HXQsv-3QS`>K~GCRZ-TBjj6lEcZ1d+$^6QfBA*IRmZh| zxLwW;+wRY@Hy>=~u=>6{@X)A+FUAv_OUxhLd+l@T1Aa9AkQP-%fP?pS(@F6Gq~pA@?m!QjgP{ka-uj{{0Z-YN%dLy&^&kI z+H7~7H9To%VP^QtCE?G;SN>Yfj@$G*H`us(?Bzdv^UrVp>YqpVjc3%e&VRz0IO!u^ zVP|`(4_i)odDM8-vvdt{%m54^Lhm&GG8V(P1YJ)6L_i z@umHYnf%o6=m~q8>78f(mxebz3HVUWqu!bx>8=aQhxXO;TGb|_7fgLUb(DIXUpw>q zzi9%^-R_(l$L5ppakLj)q8YQD6Y|Mwl6i)ePo+ie*($b^3&e^0^HVh^-nM)j9`GT) z#DATSebcp84CC#v(3!*h=>^h>HV)eR^waWxI9(3i`L@|m=alW_qiP8IUfjd?iurU@ zJi2G_;^HgT(gbJbz52U&bOxu#6;|+JJ=S7*G}g_v?U6rDzj&T`aPP-EK1Ua=kJmGl zFhqT~a6umO+4?>c|J59E+l?uHR;*U1#5dzu?6}t(-m9CM9gJ($%R1|2zw`&^2{((& za@~q!7&O>d4Z!x*j}N|GKYw!6#FFb;!(&ZX?zAQxG)=KtjD0rgGp!3(pWa0E`Qv?5 z^GrZ}TRX{ekZ-tbdnmi9oCGJxJ^IkInQ*(YP-`PfD>?~&)Dex7klOSVka(Y&&^n^9F?yPc6NSo zM%Ugkm9~>kRzIY;4c~YE5-aJw;j5STccetUb&XNNsuXWF0aA=*6wYp}SUh@~tJ@%aTJTq8cj*r9-(*fYq)C2R* z_Ur8L8nNro`|0ZE9;~pIY|Q8Ay>Y;6{$%tN7~#I`F3yYf!N9X-m<3bQ@T(JyEYXc*(yD-*&2LAEpo+Pc`mHrOaC8PceiUx zvm9mkmMmm001!r4-bfbP;^z>MEM(4*h3u>6eWJUn#|PS4`&(4DYIpD!O;@b7|k(@iMTLcNrO9n3j6Wbcyjws zQ}pNBfiA{A>bP`qnD}v7wPercbGVf=B=_B<*=@RcpD_obe(JvY{~NPU96x*@{?m1D ztw!UQGw`>aEBdrIb<1NLd?4SKyFdS?3uWtkCI6PY|1eAE46J@a>!owjH1hH5hx_{W zvbe}^)KTC0YwHOky0$r`&3yd4doiw%pNi9bLVejjeD=rNiY0Zs8ehHni+lRr{Fsl@ zLBHA8e5Gg5=hh!CN0>i<^GbOtn}=6=2J5R%FM4xFKRX@6>~DJ$2id*fSTC>09j#}Y zEiCTmZrtQ6usK|(>A_As<;42t5vwoNe>k=C-FIL0gw$i@&^U57%lGc{6i@1fa#`ox z_DnzXN}i{9&5m%UKkuBv<1cWl*^=s0Hf~+G>4^856*FF6yKwB_48(r;$8go#*`Xa4H1vb z$9g9Fl%GB4pVaMf^yT!{Ywh2A^ukAVcX5tO>;1&(PE2LLe79IsBlUT?`|BmOp6S(L zD4mTK_g%LfB3|-u{89c+zqxqVeyrCWx6^l~1wC{3Z+#S}#nr}Pa7r^HJy2%{4vqkZ*3a&zt+f6~^H|8&3nWC+*F8DfEYvH`+HfJpY7eJO6ji zm%(7Tq^`yL`Of9ae5BNC)8nhfLdHF8V-NG$L^!%TK&zI@vXzptHGPo zbuT$N+-$A;oiWe8iKY5Ak6qIS!bZ>Z3xrWK2JYeo?(yfAGRG|U@trz^=!mfm%7Jv!PS-i^VBXpuDE?e||^o@{O;zSMeszw0_L z9mjsoa^-_@aCPryb@W+wM(@#c;`I5ISjt9p{O>&!*{413*|#S1Tk#6B5xcHhwP!4E z=1+Kkn7H!^F9yWpr@?t|l3G%Km!X-`T33TP?jFO17gZgnbv+aU?Um`hRh^of$pXrDN&!t4+;bweS4%v0t(0KKaBj zK-~PkQ#YG=H`Htpe^F=OJ{;WE-+bmm+n=ue^Se&M8JPRzWjzo2`{ftY%ZlynCpXg7 z;OecN)U!RWJWneUAJqrp=+ir-t5j!fRxb`i-+6gWzKN%Wli>vaH@n}w-if(toBSJw z%30f|Pn%IM(QaVUgF8RGh7Oh=H6PTo_E|B1_SN;O$-L`Et;|m^{*KQ-_2YDV_40`e zyrVig9bevqZLx@VZ+1=!2U9n-M|joG*{;ium93x?=XVZE>Fss*9$J!S8a=r_I`PH4_`;b7_HJFE3w-lQer1?%?KP=-55% zg?)aPY_X&F^D|$Go4Iar0fW0=ob=@R&8(`Q%$CI&Vb0gD2;<4qgbbR)Ui~LXS zqnpv&aL)VA^Dxw$XgPQOpx049@aF1rVR<}z@U!AIKf2c)Hwfp%22O}~e!rKiIE4qe z*6^o1eb0`J%h0~}evbCdo-G!$TmIPk=|Jrt{(E^v*U~?tCFu9`Ec(oMt#M*}a@v3P zTfBUIyuRKV@!#=VHR6w!Nq>%Wj2qC5m&;F%&nDKgK7RWtCx!Eu`(;n>AExy>|E1S_ zb4jr^4JjX`5t*-fdW$dbc(k7R@O0LE?(DgGwfyBd`Ed83@gB^geOOC5s9c=w<^0#T z^Plp(nrXaJZZ3~qJK1A;mYAb&$3HIr9lzou-EX}Yy20TGIR3*O%!b3Ade0}GvR$^N z{q&6OK{)nthn-7kPia@fwD{m3wC&cU=SHttAM5rA`&#?4Ib2*t9e(4f^{A=kT=AVh z=qFtct4EVRj6=aDx$W4G{%_Cl897?a-Z?maC*FHjaS5I zjt=kRQf9Z+7k{X|vzuCEbMMt(-a~ygIL{96#j1T-E%&o;@>VgEU)bMbj;{IMH_QkF zvVXYFM)3LLsQn#(=vng4^}xdJ`#ka9`B1sX&(urFmyYkZK4(_tE}E}-*`Id=Z_X1x zsBYBzrG?(>#)GVNG3(uB)dTUh{N>>f`#oD~PPg1=CLq7ZV?9S!bF_5N**$J-23jt^ zoG;%tCjwK-<>8UIJbTvK%fro8WJBB~ocwxQVRClG)v68gi9ctT%NuCKeSJMDx@$k@ zEcdXvy{HZk$67~w+e}vbe(u@#=pf~xc=*A?pS^CM^*Yot{4jf-d#(>;j?2Bu*WuBN zDaDZWr>ChmHb3z5`xodObfj>od{I1nT2p?J@9AyAqScc79j(())EjDi=Z(zv(9qS) zdqy*o=?Z2A=q}HB!}GoNomNaw>%QLoQP1o?BRwa(w@)x3AC4QIXDlxjAD)300#kn0 zqplaf>WQ?I*7Mcja_FD(wQB6Vx;=00ca|$0h&P(m-kfsJ{PT_yG1B+50j!&5bNds; zRIv!l@j@Eo;r#qRpV~Vbx^KC%=RAAdGvOEVLOHv<5ME#1u&>20=!t5-o-cnM#?P)h zPm~|VCDf2~jCyz1cFxwo)AnRFiM_l$gU+u;&hNsIczgNo!|GzSXQV-!Wy`j4#E%D? zN69boqV-j26(7GYZi-v=51*7{Tf@!W_9T1kcP5!nre*xRr-+|>SL*gA%)wV~j*ZL9 zDP6a{^(UTs^}l|WHUclb`&j?8p9weD2j+h?CNmk+NbtRjHSIw$Ha$%5gYJ3XXT$%N zdy0jgYdQYxU3+TwzIb0B_vAr-(6fnw&E~bPJFiMxQv=X8y&K7Yf98yQMvpNpkb|?O z*!j8N`nu(ObvV5Ic@JwdtL0z$08W)Vs^xCp7*>W8W}~KS^Xo5f=*xIl<@&7pxaGXV zneYKM>E>&*YPr15hxp}JR?D^zz{D%Hl59#=%8Vi1l zKO7`ZTdsO>k#0Zk+d5jO_qY@{uWgG1bvmw7&wyr_|6aSxBTqgm=g>H--4ABs%517e z2*1qtG5olAVxPj=)ne79@bPypZ@MQf4v!d5 zz5PAd)w8uXUn?&3=fa?8o}@Z%XRrD^or^Z{X>vXDW_8%M z>*Gs5G4{-mWqWfAW&&aEomb5Ua{X%Hp0Vp*4!hoO&sMD@PddZ%^>gzfzD(=Kjaz%Y zvg`9*r#O@Ev#q=Z_l}R@uXGr3@7;~%%ygIgS#yg$UwbXzhbgW1VnY0DXFR;)TTGO@ zuP?|c*{!v-o}N_=b7RT%@~`;bdcpbdua;UL%U;SIywBNw;PGl(Jv2SpW_6EW?=$A%%u%FkIsi!1|u~YK!F}vt?ohPFc4+eDhh)w)(qR!|`cN@$&0O*)^T5KYfo4 zd%E(abuAXx>%?Q@v(<;$I=}jQuK9A<+V$)87H{RS_Um4o_S7@3hK4Emgc;)pbGoPN z4I8p!82X%NeD!{sP<3K^-OqIGw6NP_czS^OiW-XV=dX8GtsKF(z&+3A^9=&%p zsMw>)smZ?gG~(dnl-9Exe`o&lN%t%ER~K#8_*XxVH_%Jf1-Qq!;lZBtq_oa3I4tnr z@N&5H`WcN`Ow$R*Gx_Y<^Kiv{uYQtvoep+ty!ZjVL2r!?K-Z|oK5-+Dr~hxw#oRRI z+cz~gYrejiU#^fJF27O_;A6#dT#puzzW(A%ej&GnE3{^K*x%ppmA`T5z4spOx1Rfs z;Px1A*CT%MDcfJ1tfHj>l-t;@YdGt5^H=vUQ>!MbE*s~*Ius*kApvTLHE+b)U!%=qeVS+V0b_$S)Oel!lq*Ou4(6> z!qUYfZB9QY8{V1!_yz5t_|A{|e7^SP-0(&Wg^k6=&eDE4qg<&*ZXM1&XX~zTK9^0y zA~gfuyqcx&g;5t@+m}8w%_HnGV{-5aAI0eW8WYCad}RdXC|jvu_q>0(;VBuA()&G z!sGmyzWnCuc&d072gR*g`+MJGc>#`wk7_`D+WhJES>yeFH^*Zid8Syrao_!_&G(KX zHJ8u-%-e7NzgRO<8*c~)ezn8=vHjgV5q?28z4q&VJ=?f%Tyb{#bQm1798oM3|K_vv z(d%E~#cIIyKxhSVk{e6n3vY0axOh_wRY!fFmFxI@{@dE&;jIzeRD4 zn^#<_E4rQ<=x}s?5T^};o_yKo|LN-g*{dAbp6avcedP~_TjBHdgnIUJR(ZJ?zMl(A z^3%RXGc>cA4Zbr;U90`A@01+-_%GcqTMoPL`&Y|}cw77Z)P${Rc%)tq$9vA^ZQ8SZu6^GgUObAw z$2okB7Vnw(%!x*M)7b2uT+aj1*0`5CSTv#NETcX1sI==szdV#oZ8^~D2@KZSqg zkk;M)ZSG8+yZ6x?&c_ygE&SbiRVit(7PS^eReegD40W!KElU}!#~hg%GtJ!q|A zr1?e9tloSu^qotqjxwi(1H|dgsa~8cr?t=FT6r`5fNt|MtJSl>6mi@&#Pv^((tp|c z#_3F+w|`&m<$jR77}(j;*7Wm!;nio=%ZnfSRvPHpn@5kej(ietz}xP=_Kevak6(Vw z_VM=54#lfFyqIraiw}m7^dIPz_uNDATn&a-hZFX0dDb|QmZY`(u>8Ye?^2)>q{$T1t-Jr;`Z*s} zXPS*L@1alJUR?|?Pi!t_`evAy7M#6a`@>dTjE<$|V2}3h;#1F}hb)FRlhA#`sLNx* zLv^Tg80lp=-}k*~1!)Ml|MXlw|2=QGoWH~w(mvMLu&%@1+p}16d)WTZ7yI{JbC{`* zOk>=CdxnD}`HTFW1~x3%`}2Nq+6)rTzBi;-eDzqrpzABRKu zGJmF%+`a8O>UA}Sn!`KO{`TtKJ-?V8)`vyKXL0Z|Yf?Owui9UlH;q_)-TnJh{}zk# zxA;{*-239@?Tr~%^MUf=J+G8)aalIe*IFO!dxt=JfS7DQTbJI3{D17YS>CSKv&4lw zZ+`G`FBn{n{M2MLu&dW*L);_Vr4fqvuHU{M+=P{MmgQmh|9O|bcOIo*X2bTN=fd@W z=G)?IJzMK+kEZ!nD||g+JT4o{FJa#}<(-MnKKa?|95rhk#`_xH{EQb_qx>qT(N>PG z7zTzta(;Xc*MD(hwQ?By_>b8|xvM?87_vE!@)68hT=9ofm*yk+bUdYdXM6SOPi;>d z-1}hEhuxEOpWj>i|X*VPlcZulElFF$v0IDPAw?jLXApL$)^`omvvn&HOI z%jxOhy*Do4T$niD4T83^$6|*4qAkT4vX3Up5y6LyD8%_cMeg<9KE= z%p^L;cXOfIpwE^I`O(hXtyYwe!r***XDH!2J??wY?c!U1$NNd^XJp?~*W%f7c78

qXi z%=+-VaLKH6dy&1KXC2S)*{e^>C;2D8x*Vf@%=dg2SM$3+!;*{5%lFw;eeKwlc>WdFT~AzkOaZ~NV6 z@D{$*o~h>!Hmpa^MmR8jS?;>`-1|}D9@b3{DrUaksOz;i>z}~N_U7i8)+0yo2epR& zYW(BcVLgGahm*rOy7lc5_YC>An#bOaZ+_<<@zk^ooI4xRGuxm0EHoAS)phCRW<0MA zrYX0t`bXXw(Vq3abB?P0mGi?`vHjGbua6Z=_+~Nk%%imCGan@8)d*@T`~fffxG}pG zEAbFKt6ZY?`tZK}ZJn^q-1_eMJBzOd$Of>6Mr5|)!~1Fgz0>4m91$LdW8L4O(OTpuGu`Ec)zfjPQzwhR)h_B-bq!v5Yu4+W}fo%LF0dBaQwUDvwu_2WxsWzBwV_F^+!hc|S8 zwH=M9&pY=kPo3Q4_YQ<*t0{fHcy4{CuFPlQwfB_vnet_Rcln&>SIgMv*4i_L%lEo! z!tOUcHb0quc(6e)N=~DJ78CTN&$ch09Zu#G{P&yTg01=;`Ciw^ABw%!cAhny5xeUl zw`arByIy|Ro`lbG1)b9wxWhSMt-2X@(?`2Uy2;%eeZ4SjT-ooSPrrKo$bM(n_7va6 zi>n9T@8NoUIehJYkJj+b6X<1c9yAQw=gpvf+EVuI>&pSzhn~?a*o*01&%N@KxTai= z2YndXy~5h@gSfr3fcet9rea~-r9EW_Jp6LrFj1}0GYqSWSF;y)b^_nfC#ycl$NOA+ z@zrMe2h8-f@&f#5ZQq*uTzd+0HcQ0M?t8QGwEUrKZ%#{Jwl!QVY){uC(<5OkHPh9s zXtKqII>cFqa_!es#edoxxT3~Y8x+^C4dHw-)7NmU)=M|Jz9dJ`V_}Y1w2wdU?4(W5 zs_5MEe|$79_WGe&i)x19Rr|6&^WjK4Q`h~}UwaQiHon;1S~m9-))cSH=a<*E$Kpj@ zz*hP;)l*0+vN(n-JGXnPr# zF~_%ggt(j8f`h*_+%U8lENJ=m$G2FFQ?>?p_UOQBR_7s>Z{T5A@|_LM zK5ByTuGU`Mra|!k_j%iozM_Yx-j08NJcLFG z{WLbUa``K4qBZ7g<-Engt|LUNg6BUi#LZu&3uRS3--)u4zHn=Y|jZQZyi% ziTeEHrTk_yV`{4SH2nld+{@J``?epg*DQ%= z!uu}A?pbm6>A`%SU)=ZTha=Vj%jy4go}Za1oJ9_yDY1iI-Ob%_uluAM!$w^4o(CF- zgPFy~dTHIGeZ0@9CQ+X}8h5-dEct5PV$|ot$FR>kik@EW;SA+Xvn}bF<`7nUw6?Q% zj}F~u)iLAT`RixHJ}2knI{EW7L|A&R9Y2DrbXmC;Z@lkY5gY9ZoYOPG<7vk~GkE%W z_=6f#{q^TR{rtY-Fw@z19L(9G;w9ev;yJ&!?`o*(`ppGhjU*dXvp?^N!=#vzEPcH&7Z%R|ENA)t+?EC@^|?;KH&_+dWCeuaQ)`la6^7y zT&Ab%v)-JRPkW!qdZX|h=H3|(c2#r9?_q&j{^$40jw|Pb(^X(WIQFBvb`RXEeG9{j z&pv;6tLH42;ZF2sXKwC0S@TzQNZOoP!Tj6)eR_NtJiDvuR)=Qit1;&bVvH6BQ}w1c zllt};@m%xexL|gt`+k_&y|P0%TORJ2)WyGj2{loelzq3R_-Si=eZl+>t;}pgHHA5> zCqJwo8@`5BG+e{YP3`|&(AfqI7i$~W%5sUNc|Zo7C5OU*YO45qCYznev(3+S(2 zY^T%WLGgaJ$`1LgJii`2gD9auMa^Xd2p{GnUm zEj`oC-T8Jswy>eK@quZ^C(gxGYo#&C?Q+wt0r+75{!_76e%{<#wd~75A0MGDc&^qR zCwlj$XAP6zK5v+YW5EaeRy^RY*&#gXdHUS_{haN;+1+9{Y(i`BLvBAKIGK-?ukdOv4QG3}y_}wcqc7i3_%u^c!;sxX}8Q zkN&$pKKvS1iT`oRcLtWvJX}jplaGGdNVd|0T~9arrZ+tHdGLk}Hq)stU4QSpu9|;! z0*yjUq$hkcqhX2K!(QT(^6|Aneu%%oGI^yu@r!@^9k}qH#x&o*bN8)}kCs#N6Lu~~ zeLR%EwTBP)?!Vdk;>9%2uIF56d*-a`txw>do{{<>4z*l)eKM@0zjU8nH-9gOfAPaV z+ADp;aSr>w-_`!s0%q9qSF;N0CB3?vfA{+U=@8{TwYjA5}AT^AbVPt;tz3VZ*z$J0a_C3s|7vK8C93t&So}xwJFqeC&7h6{`>^&;$gV0(} z{b}B{wZ@_HaWPjO`l;obzs^4Kn4O`?=Jf{-E-!DfA8l~&O1QsUv$f|__>6vzd~mr= z_wrslyxZ9&z3SrfCx({+t;0KU{V9L;tpD82X4J_ zsMR^e?B-?7-9DNw{wL=1xf7H50KGxYVx9=UyLL!x$2rU-Zg23N6OVmO&F{YJ3l|?@ z{mZe6PZ%w>)PH>9ha2}C_@}tBcl4-wNynF-ntVAI{#4g=kNcc_RNll7{I`4DJzY&6 zhF1&Ovz-n2<}0#6ewZ)liSZX0F#FIqrvc?-Fi~B7F*^UtpVvQvv7Y&-AGsP*|J2v> zul%WfJ+^I+V1}ArThhKMhgSUS3|J2EoPqz8>f_ko9CA{YYO)KCgx> ze|S#3@7OPU@!foA&zOyALKk;>#^NHrmM`SL`O@th!kTz%d$Ks2Ci4%6(-mKF3Of4w z4*3L*@oMI+g#0CiQ^+Sm8~8ocM~!2Hp^tPYgB#{I5eSAUyR z7-v~e(cXXitv)orQ|+GpVd*^^)jf-^W(etDyM7wL#q{bQ{IgoUwfEW8)!%hjd&ZYG zYrmK(W-kxGowIG6sX9@el>eSOvwcys#7&pi&x#JwS*`8 z{jOoZcbR@OVarisPF&{qVPg63Vp1`_TD<$Z&d$~z|1S3XjCJA&`D^=gI9&5-aIv0j zI178jp>GbN*!Fz+P&O!M=Z8PDOzOdMjI*-lk<}mXvt&zHRGi5}=2fq6=O^@RGo@<2 zIK^`oL4DEJ)gE!b&h^F-)ILA?l78rOW{|>rTEK@X<%P{A$%kSKSN>C82;R_o`R!~HR%VYc9;@@kjrt72O1onh9$gpvA!`oe0qZ-&Zxip8`Jx+dJKCcQk= zUcqG?NI%MZ8Ll0|R_Ct8Ot>}e^W)X*6BdT6)pF^mVav~X2ArwdzxpKK=s9S)cVCMU zXGFvtU0L4v@?xLKE;N)!0}Kx?cd#G!O#Fsj;^XI@TWdJ9UIISZGyQOf<(Bq^##nvR zee$`h-@v4vVS1%KqBXpjMQ_wYldH<9JJ)gFXU1={xBhE;w|&{~&l5Mrg8ZycW3T0} z`}>=Fc6dc^k{ja(`gzwE=v&1@dPsKM_u1w6QMfrg$*y$Thc~|*KVRkZ@B$z2{xIoi z4CA!LKTR^OI{dxw1sGq;uAaYpca2}}kiUjG?PYlaMs)r5{9t)w?fu7t_wm#71 zIqBEs)b=CX68q^MeCRnt=l*geJYWm4arDaeUQJq!5{_j@dFy1?1 zirdz&78jS>&p74v+kCz{h0hNkhwJMXEsyZ$#ev#rzhmKhuO*+r6?(?*ZBNDT(TwPb z=I+k>2>8jTv$PJFEoQoRI0y5tpOk~cg#0q@pw4cOFJ99W)tCGwUzrATY9qC$*=9Vl zINn^#t;fO({%*FSedqHy&CM?`&rFhcUdi3%vAZ5Kh}Do#wy-yb*aPyUdvzMmcT(20k;aOHa^V19u^gkOA*Zl_=I+e3meG?Z#U?{Hwx zJG+ukInz^o7Ss7qe)#ki>}k(wW>3%AS>$p>b^ezR&2!LZ$G6;HZhHNU4dT~(SL5al z+Mh2E^gP+$zQG~!^!@&huGyZ@xnN!K?7a_nPxWBCo;9V9lxLP3-*vzfE&Zs!*=a~dHnE)jh^^!FT9sBAKn=kb0Amq&UdpDJyMOSXBM|> zJ+DTn2GPqYFOQ?chVQ!Kvlz~Xo++O5=(B7eZj^%;*Kk?h%U7=*#JgUi-d_BY4i=7l z_bu^b(%9y4rmjhg4$X}l(Vs(Z4>G~`p; zc0cFx!}I1F!b5R;bOV}Km{S~A2W9^-VDB>Ytl8SUn^`9uz1(g8ZoLw|Z5{0ye42iC zb&S>li^Fc3Vt7??`X6v#@1flA`cnB)PfShNEb4Hd zT`td&XWApryZQk>_x-!K<$|75tz;H(eZ>7<3eTHe;eL54p457~#^ED;U!G7awJ+`e zzW4ZHcuzxFU5|%$-6uyq&zg0ehoMLBjH|U@ZK3B0>x&Os$7~YrefcEL7MJK*d*<0B zOuWBWnQgNVEmPi%6aV&7%*d2$!tkCsU+k>IwV`)zl&kZL@MpEqA8okWUaX~A=TF(} z2Vcqq=C1Rh)}>BsAMZR3;rvzbiv7iZ|N72MhEN zPY#S1J(_+opl_5tz8Qk{b=c!))GfpRFE7XEaK82H%SZ6?))ure`xQr38{jrS8W%p9 z?b@^KCGXUGdG{`R#_MtEY?Y73DZ;87lhgad#PXOLLf`V!Z~B_ts(;bG&@TJ?4>rNI zY_EsV+R~gqKU8nJr&?URWy5<itwzUYTH_qp&M#|U@i0DS(#aGF>6W5(jq z2=kY3mfE~kSlBa!Z~E49#l^g?>g-ktB|2VxDsqdCF1pLgh4U+2%ly8erk z(cMms5N9lR_6#^Gd=_JOb|*i}SHzMyuZQmp$Mq%LPhaZEo%u>R|KeesFq?VLLj0ka zfmIAspEQa~w z?|m=$$l`^DV#ev6A$zn5?;M~Ztyk50ifJ}_@?+QG&*r>v-Eip3kHypaovkZ7h56a` z#7yhVf7kn*ej}dFUgz^^qc{{@oqnB0^J9aq3paX}a!P(NEo5u8N4pQ)he^%7U7Vwj z$p6K)JZ2vF*8kR?ujkuva6bLjEb)9=0}d*V(!S%sU#!Vp>PdDmA7V!5?lr&5*X1_v zA}P-0(Zf}r+SKQJPBtng`rfPEjz^Av>^)tsbFg!B{qk*pXg>ORUyYwHmy@cU={9lR zFsrz@m=5FO2mB$vi|4`FQ)}wmm^*Ohk*2(N44j;6KfFP?#nLmkbAKmTKMP~BQLzVy^nP9+YJFi#wfAxz`-U06 z90@P_>V|yf_6E97*IFHlBdJH@o8M>qT%0SP%@)})yyPA&&>ntO|fs+#u@2&-z-I($$oTCzU|rQW=Er5oy@0)f$S0X9Q(%Q^RD(o z-M4(#d7XE?trLdlSMs5EABlwH%j^vDMyhpuhWQ+ov~JOvCI) zzf(V7KA6om?-@^wv-5cv(3)ON9e;^W7AvqOUoGB_UuPeDak}I3MKSzy4u0=Npm{9M zmJh0b9{=sq^q$k*YoZE&5!pZhts)xYT)_uAr(kH=qdTJHj=jyQXsFO{$8lIurhlRkU%!E$SBDo<_> zrWm?Dirdrh7Z13V9RFRHo{smbp=g@r>aWL&gXF{YbMiIoKkpOESJa8=QO($d+v?jB z<8lVP=cCz^rV&@U`6=J67V2|7L*K(0FOQCE?cL7BlpglZ&ffaT=fXL?X}K|sssD5A zljpKEUX^{>akI52#)~KWyx&zG#^6qWcYGzkQk$90(RVMd#W9>@uN@Ua@hn{)8*(3X)*2psa1-*uz?1m$1k5gz3m4Z^drNl^=|M_{fC?L ziWfXPT+r*7FI7hzU&sggTE5`ifSD@qGkG;awU&7~8sE+Vk0%_Bu&=Ar)lN9y&R6}O zZE?+Pug;iWg3Fwk>N942vlXo{PKa;5F_qoJhjM#0Lw=nWW^eO*&)T)xXM7o@zIy4W@hOMoy+qM zv75i>63&q6^Z0#8&h34=8-K|6g1@(>v)|n#e9Mp4@9f^y4Bwu% zm-MO4)K|CRD93l$!`a(hv%=>3Z|?^wHj3*V-h^!#e8&V8I1 zOM?-EVx%~f(=HDToBAB=sz&ktVLIHWLEtBzyWFF8;YVp7_nvAcyp;adT6Z@6M?cyO zG>wP`kv@gf96pTO^`}}a8^Tn*xU(;2uJV(`pgbMVmPa41oNw*?c>Z1tK4%OLhIJ2i z^*nIJOwIRBh5jAh@Hsy-o$cqHb@HFDvC(Rn;^yj3#SV?K>u&y;&J=dOemm?Iv*z#e z`E2o%f7vBFt!HDs)sEMGYTxo8Uap6&+B-tEJZ~L_?S0@E6S6nGbXcKQsD2I~uOBQQ(cJQRvr~Fy_p?3sYEpc+{ONsY@$K_jb>;X1 zzsH{*Ogr{%jrpwoq=i1`e}4Fa_%7a^$&xSsfYmd`RZ3I^J%tV>+n%b{=9#C8d%pXUxnB4jUTRC9t)$?r*e?b|DLJn zYxWEe#Mk)!)kPlvtjCaV_qp}@ZXCuHThH&>s;y(^!`LB@qQlh1}d+v}%cms+H?%F*g|eWlYYHnXA*^F8yS<4Gs)#YN3j z=mF7>!oB!yYZ|AGA7ae4dYjb$xX{aF#PyS&q0SNUaAlB4Ltqxwe|H{ zKiPa{U z(jNV;xm<+P#Pz+Wq1=9AVDC8+U-_sSR9yDGw~tXyIeA{Z$2}fBW860^f$i2U7lvi+ z=ee$Y<6Ru#T|VH?H-qNA@y?m+V?F(^@$|O`6(;4MtNZ1KaOA07`ApAgUeLJ(GZ^Wd zA5U*T*e48V&&PeL%U@p$_q+!uySHDh74P-E=Q-A=$9K&h;;M1QYXkgT-z$IFtgji1 z!_CaRjBB@Ne7l*&`?<}^!v%Ftye3|KKR4d`*m~M&u^vBp*Q(Yk-uQ@j1JS$hxvG3> z{3)CFtj;5bG4JR48qR9QLhRtKah-QR`g?dJ_QxUO%;DwXbZUTbsvKRMuAZ4z^X!Md zgx-d^-}wja;EO{!VLfY{mVVgJUtEy~oEcUFO;-uuKFwvdl=HIVlJe)HAFpnuUz*pj zX7hB#L-_J?GkO!QtVYtCrkP)zr}ef+*)X0{?8@o!w7W0jnJygf*8_QaK9}?5%lTIv z2Ift#{dikz$WG;e2Rf^?$KQ3pOM0#xFc??{Ku@o+g`LUp|AYo3mNp zRXnx654(%qu4P^!PV{JF{rvGk{3jjh#f@UH@7;6DuHa&q4$d%|6hG>9wZ-K zk6K>(dIL0|)|+puKjoWhvS;t)C|n6X=D+@Q{bMKd>#qIG@ICjAcO6^6#jv5+qu=V^ zKE2B674k$qqT-HE6t~5|oo|QL@!@K-@lIOy&rD}{uh)|ed&V%jeLOK)zMQ5FL;2j# zdjpH9)iH1mCaX11Or>LPW+v>Zrf#qGldkTa_{pT`I~yA{hkJd!=)*_@r2v*$)2%zE?>}l z?|$JY)2DohZQp!X>})Ub1-2~@_wUDt)TTWlJ=FKhCFWGjyFde28}o%~I{T;JvA_jm5S7jOZ8 zRWIOR#mZ{i_GG{Bd-i>FxUUxPS!hr2ULK9Fy2r6C&SUnWYnBhQNqgFUK0aHXG*dk- z4CXzUG0g5cvKPMBdez$5`m6VfSv?PPwQL*aq|p@5XT2~y-_Zl78;H42=V+hfr}QN; ztX|rD-}>CGFWzMS+n=Y0e)3-H%!l;kXf^ib&Q;>j^&aBX)qMHxYTvVGVoLtVU$T)H zUO(>mX7Ldx=*%0Rl^gl#_gQ|P4ulU(vk?>bJ-$72btv9ookSp~K2)f()-8UzRG9`fxyuU%Z>Zux9I z%Ip@dhR1I#`1i1euF^apee0*sQqI8f<-&4LetUGX@^jA-7fO?CUDZY5|BWv-tGqFO z)AwnKKlz--V1C3LNOsNc2ZzhI{6^m3n|cIaeO}DigKQgzujXt`t?krl@K7#RLz_9* z`%D{YO%L|5d-YCyyS2to;L?r1{=HhO&o1}o_xGJ1JtO}vuca0ACtH480N0MAXIFD+ z{vJl$K2<+&?u8Cwzi__mU-SeyuGzeQ)-N=J`aNsDT7H6g@=G~c&brq%`(zd(t~=dD ztyfGO`_m9`AN-Kdo87o)@Yyze+N_9kSlzchJh5G#Ze8Ku>Q-^~aQ+AX)E0f^d5-o^ zU!^#FVxoA+rqfRPx%R2}KlOP&xc7&)Ut-mIA76U*ru8jfmG9`??M1P7u&BSoRP_cO znNJnVhxe%4@pjz0+NruXUUYoInceVvIlH(F)AQMLUGc)V!&JRH8pq`WS7#Gwxyg9sQX=n4N>e+k+ zU+x(%zJ%wSq3*hAWBOv{`FsYZ!QcEp9I)o`mHG~s=amZtUK9 zeDvE7yX9#!m-!2Bwm#6cv;7W-^XKtFcyZ?mU_Aa4wwt}fx8utvK4^>O+4ihl#Lmrh z-`Eo4Vxs+BZ+1E1|FM(((FcjY;+xkOmxueDI!Nr5kB-mKG}p72FKF9l*A7pFJ>_Ru zT0Dmdt?%%L&9aJ#{M8>k`R1Bpqu!%DzPur4-19fxV;m(Pf}`PaF@N?fd-hp8GXFF; z?|onQd_=K3ZBXx6AD;ccKCitGBeHw@mH!Q^K3{RI?zx$F7-ZcqM(9V!aqvHQJMM6G ztDa%!0?bRawrZ8@LwZO07;rcYSZ^Y|{_dHXG5k3n#ywr9IJlS=hQW{igt40w{h2i~ zH)385mooz!MtpPl@@Ux5UM`ofo;!YD%saC<4YOx7r+#PNi$iNQYogu|i{I}`D<9hX ze4aL7HmoxVUrfXU+y9Qnj#L#{$XUFr3V#T$FKWLKM%X(UaLWS_PcLkd9{A|UalyY6gxjL zq2I@U)CO_Bp6Sjm_VqBq%#fMU)?45E#wcDM-`}&Yesq@P_)+mJcGc)=R(v8(fA;&} zE-Zr^t?$&j@r`<2Fp_?^^Pry%)T6}+-0R*wr+7RzSUst}#XYLq;(lH0_3NH{80MPg zDtY&wWi4J?TmGO9VyEtL;uj|mGqPJTA@;xDAzf~X8}+k~ZjyhBx07Rvg*cv^Wj+p< zjAz{EUrskyU@k!%scA0%$|n2<#_0Ls2R}Jv{40EUvi9|!p}U4xr;rIzEnOj|Gm$ez15cDbT&{|+3P3ws4M3m z)1~wA?0IvZd7C&jyUq@2Z1J@Bv-S};z+J65jJTYGueHB80SukKbnaOUR6`WkVN^Ji zt#GA#&whS+o6czdNgaCp76!9@@%(7n#l_FulH7`?k9$42>)SVdt7$a(7oIs?;P^wB zr8lgu#D)57et!Hx?i;5IkH#5y#{cr5o+A#jephQtW1hBfFa`gQzxJ$Q&SolpW=2=f zcCUDM?>{RxHna2Us@-#1yt)=1_5G`nwMO+uag5W^PiSq&&*WWLu=fPhKH@zeZz~SG z!zI7hpI9AxHH`cx%yXW|J4~KA;j`cUZ1JrpO)KtPdF%U`F{<8#t(%*NbJf#t?k)!C zWv$gLocgnvy746cwlDc`@!)gizN_c8pX&1PcxR@n!_1!^P9P^cp9%-p_m8jkz5nn( z|I&WBX8WNw#i9QCe`VKGC*=#Y1-M~Ora$rhuRg$g^Mmqh_AL+Dhr8eTz zZ!)l?X+2Vg|JbCJQ z$8XUl-=;fX3KKJQ4%FFASs0nYZ*-yDcJQVw8 z%HnIshTAvu2J*1Jn`gcpCXO=u@AK9xc21rMi?X|UfnxEge}DQdX&K}H$A>>zKsv7h2zld-8qAIO|4(AFCV5Q%DHi{ z_j|?MX2I+!T)@Y7=3zDb`b^ea{KXerdv^Qge)79MuO`(`T~FnwhOFM)%u~6C_Q2K$ z2gP-oX7Q~S44XRJYnJkvg=r1tkM_G9+u!MDcWzwn%73aUy&uE-Qd?w#Q=MuqgmxmY%D2}R;jw+u zH;dcrC$$%6U9cwqZl7`6@Vz=dJo&z_#@o4wo-0kWwcmNl_9i?r>w&AJ7p|Xv^eeTI zc+>ajdFc4x{8)RfCROuhPrX@j_3lB}D%SYFK3IOG7Cbp#pHF><_u&-lp@yTwLUsA@ zD0`XVHivuscRj_dpoc@_68|4|^zZBgV|yO;g*x(TapN0Zi%x^jW$(1*Y$(@sO`6zd zJI$@eVBK7P`I-5B-B1u?@s=EdV+8P4#2JKd~$X1*UvlqL|;(v-~#ua)x5M}HE!{i zeQ}ZVSzNj`(6#tJoBX~DQw@(xnUBinRq z&1^lbuy{1f<=$b_$p`CWmcPcSX)mqea+c-td=D=5_3@@_`}l;JBKRW zrWa~<0B8FBJqXVXVm=iAV28N=ohe$KO}7@~%V-Wn)1cbo*{19*I=eIXK}J`z4SgcW|(D$x%awv&s#5rH|4$jX)`_a+uvCQ=k@4q zus}U(j^w8{@qWntjtV_NJ{V8D_+fSmUrA$Vo?&+WFfH4RgB9C+ls=ord$E)jMJJ($ z!#h}V>z;UFKkMAAdSdzI^4Ok*-eVpC@1Vb3PSelh9$}f^FOpV>4;*aIufwx2C;agB z@IQ<>d-JF6@A+ICU&`0-Obb0M&O9AoO^A1&7+1%uxp6bKZZZDx*y2!(>y6VFr|o_^ z@?skQrAy$4@cCdJjucj_JJ$P#WjFq_rTj=2hXLbTtHEAer-#THt!=U19_PbvK51X_ zX>}!S$KI!Zez`u|^IKXvOfye%e?K4Fckldi=a|9|@9VmIs;21s&b1VG^gi|L%X#`b zT+M!)L8CL5-%pOC^^NDUwc1_HR$Vjxrk-@qaKwJgDK}rpGju|{uX=*deY4lajJUut z)%xvkeDeAOzPEQThb_xhzJGncSipJo-@TJaU*lI((qHntI9QyDc6IaA-oIx*Tdy+& z>YS^ymbchKb^mPs^svfD*8R8t^q;fufBL7tkXIkM{?Yrr#{?6rRw0N3}p&V(=Fz{y3$S^KT` zjT`IpxJK7~Yx?d(bAI}6-M85M;q-J7XA0F*dQRE=<_+(-m!qECSl;Zp-u32Z+q+^0 zmbO>z!M&&10=>*(9bEbOU5|b3iPtB;&R*XvKx^}i@F82MU5e)~ri$~`L}FNdQ*6Zd z7Z+kkF3=At)~1jC%zN&vADk_Qr+?e31`sE`HkRu`j-Wf6O^PuVj^(52b2!Gc*RZ{r5&1x0>Evv>#l!1+)_Ch?%x})-`!Kn6 zjlXBhJG(W0+;fVF?yGLS^G^AlGrHl)YQ|zXE_eNYGbQ*LoG4en+~n~izMxM{lgAJB zxi0U{e&ta;(7ju*df0ou-dJ2doBpP*#%;=1$M11Wn$%{#^wqk@wJrUjS&65gmtUvL z-CWb2;JnVj(BSZ`bIsL~^jxvcpJ=8hx9MSpy*sZFx1fXl&UVDj%NO0NXK@zo(Y!Bi z$5-0Z{A0CYaST@uFR5Rhzw&|nXnJn=a&nlO4_3=z_!N%2`goi>-rs$Des%uyzDIj} ze6YR9M^_ut-NVW1u{W34FF2F`;&1e@`@WzsLEYGA`B*)4TG?{>dtR({bU*Kl#arxQ zet7t(p3mkBs}b}c+2ZV}cM&%0+h>XkwO?H6e9s=PFT8%CS`1#EXURU}269S!vA)vh zgEWAh=XlN`|OgIXUacjc6|1G|4Fu9jOF9>C;i{w_sr3D6Aa337(=i z*E;nB@t29POFWU9O0Q0-z#XNuc@m*`zqS;lKt1Z0yEPrH|I!U}cZ&XZ0jkY8aTKGQR|H;<fy~Po_NfzG+D9Fw%+Fye>l&h-cADy!{J7;V>W8}9#j)>jS(#_i92)dlLPHr{%ZE==D+q^ zZHe=#+s$Nc4(rh`%;Rjfk7jP>CocAB4fd|Di=WLv;xa$+^#J zLp6c?8#gU}&hunPwXphzuA(1)-&?}Bvr%7@TWI3FyWsUE5@uZ@;^5YoR%*tNQ-sQtE5muw117(sPF!$431duPt88b;#TG`OmZF)7BF% zn{5?G<%i2D(+F4Z=f}l=zLd>==TGDuoCTM+rblx*+$GzVv-N76hv>RrU$Og{$D`q! z!RhnWIcH79hPt`@x}4kJt1IrasvY&hX%Xr!dUVf!zh92Gui|<+i=Y0yC#ZZNe-1C` zhH08VoGKgRDSKX+oPS)+TpSJ$x_*9V9_}Y5cP=Vl+Dxl=q^ilU9@$!P*`1LIr)Xbc z&RsJ-P_0&O3d8MHdEku?{dfHcv(D9D&KaE=h5lpSWpgHcy*;dsef^0Y_(Aw$_Em4U zxW0Mk@u#>)dr(bV{nGc3&!_=s$1`xobhm0Dcx6nAMW;Sr|!y^mV5J+;!0gx z{qXL4ekbow{}@kc`J=Cwr*Wi@i}dx?&*CE6hrMR9PCi?|BMg6LMT*Vp&AZ@`bp^_*Z-G;%rnRHr=^4wheO79?MHE$|H|{`$8N4;zn)Lc5SBPU2-|M# zyu1qTd2hsK8;&ojDYL720CSROCgSwR$B*J&=~me@TzL4=^zY3Sm?MXmv>j(|4{x;& zYdU(ncbeT^AN(k{m@`*vbm#j1#~=E+{I6$c9~#HwD^K3Wk*9m$8TRF={U1HPXGllR z-@}i%8*Tp6SJ|}h@eA4{J>v4{;z$1kKIJnszUIc?_4G{nAij#MOLG@qV7x1XL??Og;v?`$`N zO7BvC)4av%um7qcv#UB{8sYa&y6_1n>|SQmt-W6V=c8R$Z&(gdgYOK^>koZ>Gfg{p z7`}RzpE~==X~iN;8t>2lFXm+LbRs;1&a!!nAN?fk9pBVjr;*|q*N5Sv^KqWXyn{Z= z&i_9(j2i9H|5`WSP;Y*-to^K-)V}5C@xb)>FBich@u9!FIx0T(^ByWQk+^_Z)hkh} zOtbv^e-z{PvOUWOSJ(cF|N0;Q;?CXMYcY~vczS8|ovGI>0keLD9vQv5#q z7ZcMN?z3CQZ)l%KcpHzzgdc_qDD&J<+qiIWn9vkC<26 zAKdJ#b^3eSj#-hoWqI5F9}R&Y;eT>=&qbFm&zyRlFL+0^d8pZ_n$%gZxBv5S+RkOh zwZaq_dhFZJ)9IYmly}sr<(Ru(GrI64`@=ST?#}P1*P5x&w_ojTKIPgz+qAFh*LYWc zUS7NBC;3^qxxK1p&JHklbIecvFtg*@aIBc#JNxcA$M(P28SgK*t={~3w+kM$&$M^b z5$yS0Q~4wgkZ;+qa7dl=)Az#(%VYAEJUxFod5JH?E7yl;?R+_I@cL-`g2(9v)2i68 zKbPBw6`Q4{`{c`bD8D>huJu?~v8uO?FTk^(cj3_yhhu$T&!L*->lZwB3@aYq08{So z$+0iR9sWmqzytD;%LC&C-sPex0^l523m?Dg6z4(1%L^*Z;>u3vAdc!RrQBRj6%{N81=vwr5s>|0nyBmOXi zUACv=ip6Jseb!U_T7z1-oEp|<|5I=9;V{*`=xjds-%rfJaK77fPJb>=?%6atT{e*~ ztK)}3#m2R*JS7iS-TpUuyzFQ0ixwvfYr{jfEQeZGq;)3UnH^;3NuIUW9}6|2#zC*Nxq|7z@b zlKI17*R56LSr{x&bxnFm?=^h$yJx`r!wxzLeA}$!6YFUq^5`CohRYJU%w=GXD-=^r~E zRLm4N*GA$nzc(A~%rd;qp4sT(1#t*AZXfb7{@;D>JPy67YgaF{-t2{6e{;F5ACG8n z(vQPj{GqiR9ux-962rymV|0LT-^C`s?fb<>y*N7cjg8h4S64e_=k`?(`sy9o51*w= z){}7_px8WidN@-)^v^Wh_7*2U_HSNbKC-?eP3gveaZ#T@@3KB`*Uer(XSZlCJ!|(Y zXVD?U#p~bvkAAFY3se7;|Ns2nWHD|Auby;k!)Ly8U(U+ul{E+Pd_SLh_O$!K8GBN0 z8+Pcu9Bhy0=*e}z_F7zo|K$w1Q;)%n8O_CY#m=Wk#Dj3A{AV*YG?Br?y~p0-^E!tHGQ(@Eho{AU;E-Ztp{J}nyc5Z zrq5sDOn%=p<)?p6oB8m!eWvB;Q_yGCgdgYWTE+Ero8m!@lnw7WUHGd`#XsP>y)TEJ zx?;6s`&Hc^$I4D=IA8xR|M3~IKnKrP*!B3fx=K72W5sIM&o`d$^>dpaV;?-AXUbOB zzS$7}*f~O)GOYgl)AI^@aoOn!_*yyPd*6Nd)PBipY7Lrw@paduUrjU9zsC_a8+!6v zJ{gahzLFo)m>#|2#iX#rGkE_;*dEt9btK#8ztvpNx#N5=E%n2?_F4TBAKT0T{`sSy z_l(&fUo+dnAH~M)H{$a!s_Vyv*I%p-y4SWRCG+cW!`z#>#Cs+} zjLI+aAFLH8_xIkl$Ky2Ny;`$+-K=Uc7x!)t(`(x2)+@g9o9uGqk*~)KHe(tGDOa^0 z$G)wvdahg=AIcW=i+Jt3H(@m{h`-^M;aytWts|$;;n2l8&B6OO_B(W*ehZCBFHGM` zpY+c?`(0D70<#k`I8!qEKV;LbQ*Kg>3IdhN^dIu7&2Bj0N8#Pj;kUE{Z|RRa%i!dH3Ddt~-| zgCBjowPf@1o8PymKaov7O|!45{oFsSbe=YTbU0IXa<8-`d!R>+Ki>VL0l@V6RBO-Q zzupF)D5m&X*p$u9ex1BwhI^b_pIxsY&U*JYT<(8;E+2RP$(h6MxtgmS+@6WcFboD= zjj*+~R(i-Z4fa%vJ$3XrxZ1JL!7~_sY(FisyuY3u?NP0Luv>qGCWf=H5$)mooyr#sJDT%PMT&yR!kC+=7-rfuFhRcpqP%t^1mW_IX%r&d0O$KcKF9WM5($M>0? z8>y$RXQU3OZadFf?kf+a8@MO?z?07p-_ODy{q|zLpE;kEbGK*sH4gAQpBAp-U)ePr zrFTrPJ+ZvHaCp{w+OP4ZbKUL%JJpQsX}u-0#+Sc&207DA3?3c+KiKnXAbfCIdvE~TDL!UReZ9Qx91flN#9EqG{Ijp=AMA5KGbqJx`_i?`i?A~LeVnNE`uS;x z#c#g!%rtLbhKuX7=kuq}^4Lg?7T)Mh>OY6i+3(F4IG^>omhbb2pWnk1?uK>tJ3f^S z`|phz@4g5xXseseFnjS6Gt>Bslf8c}95nZJ=W)%YnE${z@$U5~UQChy(}_bzSr7!uH@yh>i%&?&x3>H$E_njg1xXU8^VmuD0JV;`*0uJtNiA3aHeZy zzo&k)hdTo{{?#?a%MYF{x8MbRK5R-)xOmom^RM<=O%u0MXMNndy{0*g4`m-(!CkMM z*7s%oMV_xuu$Q#_cZTfem2JAM1aX!{mtFsr`#%echdx5Zudoejbwn08~rJ-RMU zE4yzlKn}fmlO3`-ej;zizaLF-_s!3W@96|`WO$|CJ=l#C$5-fj^l|(6)n~<6+R)}e z@e{s!^P1UIjF8FFX5A|b-Ae=xA~>)4I}LNtpU^_o5AQ=a5LXO zIW1d>33+EVb+ZxK==GtVOJ6&zsE7Rc%++6dcC$JBmu9+iSUoBzkUnE})O&99z7PLTHwZ_2ZoM(}9a~-7;Q+;gnGx8^4_C9F z`{wIm5q?uW*na1qaiyF4m%I39Ki4x)pSZL7tzSIp0pJy$`=>WR&oB$-eF)y~xY)Yu zDo)GC!us^5Go(k|WH+uOEGTRAQ{Sj}JVv3a#tstj^*DAKu7~Yu^onPE{RI6uNL!TQDa@OUiHY;w! zUA(yX&M)M!H*T!8oEPSn%cqCNiw~!8PD7o8H#kRcy%#&O%bDwVbi^?3Y8v?;o|4Vd zI{Uj`_|agCMe)Sf=$G;lZRGg9+%A^NsdTRD%y8!T3QT}u`KX+@p2OL*>=QPcb9T0N zbB^WH_H4abGsx@1tF7ZD)g(VUU)L0;yRW#)o>y1z8R9_e0jj@XdD`5;9eHK_Dm;X? zTb=*fPo4@(;#%d2&?6t}|1Z`R-}KL&P0nXv`tN*WJQ;UL`)!ZfGj-_gZG>|@!=vLZ z&c{`+Z&wqDW87<;BAoLM#*6E%F|IA&;sJD;8&7((;~DW<*c;AW zu8af1x5aiCmT&+6^Gx9b{-pl*zUY%@%(AMx@`cUB>x19@Zl8FPK(|GU_!&TY@} z-0&go!ZRPP+`8Q(o8`~r8e!Re7MhrP%-m4DLN?;#*>8Qja6a59w#Px$J6GTCesHmv zFqa_5n4Q19w``;)FdK#cw5E^ah|jJ|%gpA}g&u8u{#iU^!+Z;ePwxnSzS?uzp*X_Z zstLl6^wj&TPu|Oa)R{P2K6L4wx0EO z&VILEz0~STILgYmH74zRwNRY>vJ7R~yA?ipgW!J)`%!s5@6H z{pN4ET@TBjVQd=ft--~hyx%kNeR|#32Mi0uu{t@PrRKQrKPVxq8o$MzM3n@?ZY>^DdUw+Fs)oxC2~{GhH2HT0_3uGtynu;a9h%gQ^YJ z?}gd$8fIl@ZJF!N4?lOZWoR%7se6O zbU*y->(x`v!sKJPleJynrk_tIlV{U`t4GG~A3d>H!N2h)*jaDj;)3%kX3pUi+nE8m z7}zz3ZTXN|4hQR=cfIBv>eJy9`E6^8gI!;k?}c%FZhfwFsrK>g3m#^6!>s7^cs;<2 zRoe?(v2}ItJ?n>aW*E&Wd5=Z8^Wl^?$I!{d1pW_egtjkH+@d7 zEI+PqM05M?f8it3V~Qo1o3n*Nh_0H~SGpu{s?9y%<~|MKJF3jcs{7Z2kH&O@jp^SRC5|Gvx4*Y&s6Q}n!Q zpUa!|p~E$Cw=-k@Ftk_v+$uS1})d2)pHreD>Lw@FV~9zO`FB zxF;;c3ELw&XBcyFlD69YHrvF$^u?cZ+i~-9V(WyH`KVc(+lP{C;at!2oR!LEcVCK` zY`uPko{xI7oORe^ zDej){sR!U#xX>O|gKclG4fGpuwy@K+X;9(jyQldi`#LKTH!a@wJQvqD{~vb1@M1Rn z_`#(gu*HUV4V|8ymuVdymgwe=y(AKIRUGKl$VDp5pn= zAdL$Y$MMa(r+AEdq&01(A12>i6Gxl|0)NGv8cVPL<=b%*9Ed)$SsCxqJ2@;}p=W44 zTNe(|bG`Ykx_F$Wy%E29d~c5GK5=&3Q|x%w>SDFo!?C(1zw3VEUd3d*`rViIqdu?v zCQq#HyD^Gq^o;cG*0G<=)-$Cw==JcDX#KG)A+di;}SZDwK3tqmi>KY*Vb?3(=DTL=X=FY3wQsdtHSyMolc1-|?fX6PoNd)m=8@Ys&vMqf8Nl{=SYz(4+2uzJ@e0dhpKJ*ESuqkV#nW4tjXKi+8na@P_v{NUEify z(FE;f_!$<3iBEjbFN^>6koq}i2rj0m*=Ae&!7sDL$uGsbUX3_jd^i0p((1V-!J{>mxpZ(;goqKsc3ukey zv^ZE)?(6SA^CwR&5?>I%{Y>k+?**YjF6Z?ebT+e67X#G{*#Y;7XVRdHyVpi>@<*qM zN4Q=wd^n7L6`x~Y^_JXpxrBPY*zx{D=b-q{?c=DS`+mNvj{zggU(fyYD{-66F_o9{ ztLpK-_vV%QNb6CW#R!Ms-nFg1U0h;3cIPf|{Il0-6X6GaTz$9M`JWj)J+Q^~@C4S~ zIk5aCoA(UPfKHFjzW1Jb;AV)_^>{&=?eznkrueZ(=BeQ|`bcXLf2~6=9A6Ks&U$(dbwc9odcr!eo~VeM)5!n?xz*B0>)I=Wn6&hoy8_{jYpn{Fn! zeb<*S$6q_;6Vtiy0q2$I5*N$I0rCslg#25sjORVqRmTLa&*AHjge4-dH7wRpknGVNG+p)&DZeI_}+WWh2X7#EqoG&f+bl>j%#Z&v;I>H$^ z9{$az?z8MXK=_tksK5H?>?gOR1Hd=Eb9#!Ih*N*l>hw(2AY%Q|w~zgb{Wxeb2!G=+ z{eflYy4_DKmSfe8I~#MZo1b~lrDxx}RNDJ$u6NJoU;8?3SMRj*_2-`1kA3=?og*vW zt}fiQ#)-vH_ZGvO!9MHBZt0oTJjE+t$nHPyOEJ^5zUDMGdWU>*K5I>U4sU=-*)V%w z`?}W7X2Hm?%pA_;$*`^awx*rUFxQcPeEZsZ@y_N3(&4jx{u^do->2W{iPHCR#m-Nc z2VZ;i^K?_1$!5#4SN?iq636Z{_&42fb<_`kT7BnPx;{O~48}c|vl_NI%qRAq0lEI0 z1yhGDSFVn6MmOyH-uad-&CnI&^q|dHUS8W8_ih<{LmVxqy?YMy?^wQ07fA1HF zi?j#M-Q*MeRgdx8BV4X~Z6A9U{oDB46L+||TB7~i3}c@yx3qujkxciDlg!s?8Tsbj zANepm#ewEK<%Rt6U2lH0Gf&IWVSBOg^E>YJa-M!+K9G&&ySuMuhQ@h+-*EXt zuS`#nFPY>2{e7xwT-Jiy;X!7zU)!xN*}Dd_`*?qR{MxS1r6p$9{EI#mw#0AW_2e&c za$1Jj2q}R&_TJff^ z5ckWc|I4?ZH0$+hoRiuNPWHbVaXwIfUhkg1*?!`oXHDg&@U3T1lhKfV-rFZn?p%NV zHBH9c-`N+n&3fgF**;&MzQ2nHCUoEFU_A%Ux%1d;-`?t5Rv&pkhgrm)?8Fi5U;Q)g zyBXmheucy66~B*XZZ<_-kj{3o2Ine2tAiizQGN>Nj^9t)(JQo{Fe87+=icY#4-Y==T?6fJ zJ^U|D!<)^1t10BE&F7uG*`6&g=1cTK@&C+4KUkK1^^wNkyfaV@c(oCEA?$1I{9bO- z7kIR%)=10KyYj9Qocr=-+_W`jkN63kQ=i=R($?*bSagnIwdT2QF|O`VU#Zo@e7<}> zYpvZkJIW!`N!0@{2Egj>NjF-b4)z@kDE{aK)1b|CW$TNP^jJD<_tY1ePI2d5T8Dae zHLUgK$MrPsXM0X(*k_n$Lw2dpZv4g+WKQ@ zPOUZjE)N~sXH&W7<)P+f{r&n9+rv=W3GJYKaj!ey7oYg@>YHqO?c4r_8}6u2k3y+!gufR zaC#1%FK*#{O0#hH+T(m`4EfA@cLw71e_BuVljp#V)no17`E0hcUtuYoLI0pU^WL}n zJ^r*>7KiIPVb_z7@Z0vrJFdh2t}RC&`*$xIHC-#eSnmIFPO+5#mechzJ!>`I7dyD1 zm?=l7L-ybAOjGxBPqr;bny<_*fAtst```c7{~kZ-IpSe@8Tw^#v;NtQOB(O6G&_oI zHTA6rS`)j`+N!7HJYx9RsjtWTn%$b_>pdd;`ubEcTntUiSl+Xr_dNA}R?LNk#ceUz zetvT--P3dWKAp=P(=g}Q(zPG^4*S$P9~S2??8KL{3)}r@mk)PYe$Fr2pDcGd*KFH; zvlm{fPn%EoyicAjrpo8-jrTRs3dfCJ?J1oYpPfI)0reVgZHiCiyX%h?zkD*Az1K}2 zq9>@i_#w?FpLw`iF;m^@Ip{Y29tV6shm(f|?ul38reDp|TB;%Xn))q%c>MIuWpu{; z39gJkiI1yaX1{y^H>_@&zV{E}iVfgh>%nKm{c6_3HM*BM6Z=UQ!81R*x5u8l>ur{x z&sHyohtGOi3!d)j$G@}J#o^gQ4L}EKoy{ABi>>GJZF4GVR(RHGi8QKrtv#dJD>E#3 zYuKjmc;dLviHUr&y(lNh8`thVTlTSMJ%7HSFMi+E`To3GP;FN|RK51zQw-$??V}m1 zom-;&-@}bQ{m_2Uo;qdcWbq8%i44cnrPaiyEcQ}NL^M`OwzPWQ`cpB#|GK0eAzymds$7KA03WB-_tKECvKJ*7dRZD{E?=XFNDpw zQn6T{>Fh~=&-Ue-&A6&T;(>Q&)|^sxQuQak-hYen)0>jV>4?=zn{ki7eH=JD(hc-$ z^XXyadb0-;+B5t%8*DzJeAD{Rn!PbxzV8rdtvE(G!~6sPj`zO40@v~}d#%oE57I%;ddmf29BwOy z%>l=WZ$9qt^k#KS`a?L@9vvI*3`Djqe~qta%jceNt*X{iBj6GC0uEdr=6hic9i~0q z`}b}yF6j7E{>Rt4U+W30viW%)cwZjMHt`|vo;C+_&YXu+PfpaA z&;!(uYfZzz^3S;V=3`rf{%|(EwkT(L4;{RVH?_yV{giN?CQ;11eQ|u_u8B6|onF%+ zi$Aq(eUW#6aLR1dKHyV&GBnLM*Z1sVsTc?c^d2`Ce0xW@ih8bGJgqFB`80Uz>6+mr zo}IncV~(di&l}F+0masn%d5MlZ@>YyDmv zhZi5})nX{0JFycs(-3KDG-S9}O?~lMFR8ET*}+=pXTH6QFYNcmv=;9_G}C@?qIzj{ z5q^i;)sMcte6!B+rPW~8iSJ(Qw*K}RZ#LVduk&eZt9RBzjeo3HoiE-wH#%O}Sw0!| z`+j?I_Po4Tyx?E?3vTCm?sL-mrcw4B;%4VokB!=YHlOwr#^aWM_sulS2g9!6|MbT1 zcN-VS`K@|Mj1<@H&GBD6kCs)egfabGdF-r*pO}}&UBk(27p5IQQPY{5FMsU}!Zfkh zhu}jzv>CbfxzE_^uRq&bvTJ!1hEy-ZnomQdt7Y?IOf2^~_c*>OzsMDM5k8oYezTvg zy*=}8TH2x>OL|q$f*UUfsAH;Sae4K^hrh+rYNXcV9Ax(om)?7JpPkjE>6z0V_d0uG zpR<`hJ{@8D=2rtWGnh~2gV|nwpT2gu70!T*n>STI$SLQ0a6zAujjC(Z9o_rIg`TfH z>Wp*u4eR93{(JKQ&3>~6J)^oke)he0uWRZ{mV>Ji+SB3tdtEs^|M3n_?+EN)^+u21 zhI!>BX9C%^vvs)Gw=daDZAjic7??ZXHz(GcB5q z*uI(9eEq0(W=}ju4HrhhtrIV^4}Yf96vyVQ(t@uIX<7KA-pl6ydgd<<^QF~o^0Ynp z=}qt-*u{Q33kkDd|4h>{x2i{63@;DdoS0wfS1nHUkUIPD&7j1O^s;EC^xJB->dw~} zx*z_ImpvT5=lObp(=y9*^bG!>ZvJe*ANw5LE$y_u%r6c`@~!D zR&gN?`~LNjd}qJ!FucvD*io6B|K3hw%|r*xa*gtm+)PPe$6E#HA(%{q*`nwhw>`uHI{$e;6r@tdxF z*W@fiIVXO&=h6>13;O7mVMx5DdPUxWq51hw|Gm20>`%V^{1J=i-4@+Ltn1V4e2h7^ z)hln!Hv6}K`1m+hdv|PM=4e0PTDq$`vzq(HFuT&}c0LZaHluUrfYjW@?c&~l<+8&g z^+E6+bu?S+sa(7-pXmXZZ0!td{WoAO4VwU@2U3`72Qu}VFno`^Gv4r$IdO;wQi8`KK3Dt53K2X1m%8^Wu{?(r52XMn|NT0oHGDGB9@q6>>X6U|JF&lI*Jj5B7 zt*`yaPH+Dqzs<+gD)M#Qy3d<4^)BLpMBcJ=)H`vpk<`3vt zKW9IB&U{8cM9ktr_Z_C~SznL8uI78}ao=e~TMG}mUwJ{C%5k@*FmqSDt*n2zCMw?%ivk#`_5Ilq-%xCc)l2^hI~I){L=LF2C7Z*lJe{Oz3w&bNF7&<>luCX%Cn7U^!uV_ z|M*$H{b+PBbDX&KsFC)LhIc=+o4jo<%)6kgx%>CoFLqI*XHyzox$&DD!wux^)}{8( z#=qy+?APYM!no>;aOLV+T`yn7Dd?l&$}`ihMivL^gzQyr@Gb>9$jN!DA=FxZ4VKfl zKm8-W%Wmf5yz4d$o$hwIOujW-ZY^}hczk<(^@Qvb2F)(~CtK75J=n0k?JQlkdFBj? zi<6tmOOFnXUv*tJ{P~?9>r2Wl`VwprkG%U*9qnusJd>YkFZa4MB+rolZB9au{@j!H zt+w+yy@N-~dHWcAvd^lM`xDQ;7`Gb2Uf~SoShGlXE%{b?Yqm1wVTFr1pE*mfgiKzLE`oXHfFZ@wK?j_S_l1 zllSd?I009mc^J92xH>o`$Ha-$665Il#y210(sJm0GyH9Ts(%jth3#Qtcq0eP*V*aA zUA`$!#8k1WkJ~;RAElFTHcQP%FT-ySX5dHRWpjS?>%RBk-=iI=xqH51TYYLC^M_Mp zUo}pDtPMWX0d8&IziGwrBFvTl;!okm!`ZUobX)JZkR$$ZmWB=kldHv78+VV-PH-U{ zGAqaq%gZMxhSlbLs`;HqV9RD(U#z0PEp}UDcChBIdu-&4@zZC3sqIBR`q{TUSS;dC z^rtj{;lcG&JAGL=jDZTUhj{XJ^TCBD(WvxS9Qi6 zN7QpT`=&>y&p=zzW2a@@v&^_&Ig&0NZf*a*cYkGvFiCw??x{breDU=Z`s`}NFjy~y z?j5Ik*LyHN%!vDWSJG1}E;lvrG5@61dnO$CyKXi!uRuRhZx>hTQSaVZuRNPC;6b#e zpP4ZI#c_giv>E^D%%{%*i{vvsXnO`z%Y(oUw!&`m>l=j zi`8k%DRCCDYHgn%hAsNidWG3A-!5+a%*mVMC)qH}EbeG^`TUK!rx%-@!?k80)S4Gx zmdCSO^-MV^Ukt|%_N-sA-+g26x~5+L{0Uxq?!WBk@hkgIqdE0$&tO0Fdeql+qJMkh zQJmuG{q8+|99Pk+W#7L&zM{5m9qREo3+>h1$=#Q|Cl9YzsbZ!ZmRpAGef0bWhVV zwP&0C@aG!ga>5ASO~jn0{K$LOoO96`kt67-%TL8kf-_O*YSdoLfLRY#vFXl57zxio z@1k#uAGvpHbB^qv{G*r^ukrLd?nmy@^~CX{LF@anL-2QJ2@myi{iB|;_K2VP91?z{ z_~sqy=!Wnhdlv-P^la*36#QBC)%6{J(jKk05>AR|PkU#kPoba0-4)0Dftrjlh|4cD2pJM*fbOUlXb(_}eVU6yCPswl5Yz^al zPKMqNhh~m~ca4A@t{M_G?;f0TTHWMf=B0tbRwP$IP{x#(voEp-lh&&`O+P13 z@=T^;-^Hvrq0IrHtMVMb&c&O-2=qnu+_ClY={Ly#&;VVJOSwq4RxT9wiDz2PAl~Gi zCpllA<(kx%%ndoL)!*^Fq;N+2)IM~E!g`Ox=*;k0v~Ha<{U2(~03R0a>Aa|Mz*KmO z_T%%u)g=kXp zr=Z`8cPf^7F2QE_i7DOJU6*=Wy$!J5_^#INbUEu6${#p0@dcY@_0L;)WxY<~8h%YZ z=(w0-4h}3V7uTca)%AloL=BAY4EMJgKF1xYGvxvQch3vbo=z}0;JQw&mj@N5>i%>0PQ|Gc^#Jdqz! ze+%nm3!PhtHl%pb_vPEl4c>FPK8_K0#Hjv_e^HwYe}hT==}IOb}{YFa-{xSKi7RMu5|t2GZmaE zc@jU8t*LWlOJ_r`?pFTP{pc<84g}Y$LKo3@nT4Y-0$&Qzqj>ijoC(cHai(<(hn>Db z9is0U57af#aJ)Ljv%hS^-npmME2ek)XD6J5^O4ih<=|KPzOxe=uza6qz51&z6&`5+ z{&$sY^*#FzTti$Mp6B*Uy<{;eEFd2#H+neg;T=9^JX^T0+S_d6`y>1X|FwNl>o7m& zd`9>PF2hO9Ch{%!te@6I%?0;HBY|JISeA{Xt;+wD5BRS9MRBS18ppPpl53iFtTl@p z_;x@S;JRo>(zJw2iZgdzd>gyzjPzalDKQK$)U@PRaACdC zm(Q9$>75BZTh<^Aka|FC6^{AbfHM*|G+j$v&*~o^L(w6uN1(k6BhVAIjzG@D-ugRu zGX6!6Bshbs^U&Ff#|i87-#S0#ROdsyKhN%|HIoC$3$A9>-lz%5;o+k|Tq&cWCF#XK-#drz`*V&sz9pK5hQ0{AABu*)vQ5zoic2omb46D^^Wc^Yt9G zCu&({0?^`gM#0|+C0s|>B|ph;;dQ||WqnRHp6M*i{4&Q<+i4%No32UDpw3YaGn@&= zgK$T7L*up><@{amNZ2mlgYVN5L#H6`_~*v6kIEP3XW~TU9r}XK7Fs8KP-`(BVEr(+WDyN$1_aya;z^X zt|nUt{99)(-$bXe^Txg*7;AGQ+K2GSv@iMz4zJ`()X(Fc|$BcYXJk;`wr%!QTKNfYC;wW$rcpddH zb2hFv5H6rSoBicW=u<8(;E?DKYbE>`vXSQ6gcp}FI zpYg?4;IxWS-IsGE-@E5{bsgT*LVw3PxoRy!UmgN6+W6KXgpGQK|G2# zQg65!B3n1PP@I*%o9i2cKf1TLo}C4?lgoF)5O|Z~R54>*!)7sjolBZJ^_e}3L~X(Q zuw2~)hk!q02kAmKV-$=t!+H6WY97`i+v@ZFJ06I6*2HWLoC2=op3ftugiY3W*8UVT z@`<2tY41E2tu;|MYrlRyu9#K~NaGS8QJlzsgb)7rh*#{X^Aw+eXKO!>p9|-`x=Hw| z`ic6-|C#APHUp+Tpyhiyqpr(Y$)@mq_6UZdHK}fQF^|q|^_|XBJx|Tm=%3)4q}7>! zm{v>O>%H&8;~L}-ow4{zU_Zja;5#z4SN)lulXNrYy2-!pzSO$(nCzKeov(a9$ThTo zaalB9utT^hn+5G_b)Yzg)or>4dBM%2vRCRrda&GEb_~w@D%Ziq6o+V5%+-sR1ndO& z#Q*tw{hS%LVBV4+h=Yiy*gFIHoG{wOplK`mjyMmzOZC6v$>|K_X2p>3Pu$mhTzu5$ z>D0~W*xtJnK;6|VfT~0jGwwQ7mty>ZB9y`Q6G-y0R0?cdM5G0o_W`ac$@Px z`c78&%l}o=i8IJ%!Rs2&5Z9Bwp|#2XwQpw!`4GKOor(TlaY0V@X9eT~%pLIznD!xG zkxfHl*?NWY1Di>)nuB{1k6JtUN6w)>^Yqf79u1$fULp3;J<$6DJrn%idk2nePW+(T z`MDh)2Y#cipmCz3h4c!+c#8$<1Jx7MeeTS39jh;ukL>*^;DF2f$~zW+TC4hRHlHaw zJMJzHXERF7aSM}7_i;H-z6=j0w&{7nEmTA6zHo5UooqH4%vR1t4|3dfe(g`moGf(WAqM{kZNBen&+;AR6k&@n89w5kMb=&v3vd{;9^oCDaxjlu zA5ng(`!Z{e#-jLevBun;;(>V+`pVOwT%SgIg0NL< zq1UN6aykjK{l?FQSHeell4?8Oj>d;&18`V51OE@cuhQylI3Ul_!8fI2d)zBv3r|y& zo#iizD||dy6N4Y{17Q!`Pkx~s?b}h;ftR5<$S;X!*~8^Ao{_e-5I@3wYBZl`Q6Gx$ ziM#51rVlBv`F$l_Prhn1Vw#WAxd!k|m}oQOiY0QKVWh>A=ckGv>s|0p0{I}ifpTxa zM%W#@5kK^Mv?t|1=i|yP=DXk?zNFg0VF$QKPl=iY{zq@c=XLTMc(V0P6|3SE#!tO^ zS$ku~3hm3E36w86oP>*@7t1%%7OltTbARy|oq_J9Yp@T~bp!S>-xjX`*O`G+tse5+ zsqQa)Kofv7qEE`t+&#IEbOA6)TwU>{^A3GC06B#DPI?vcGkqp_*19g*0exfDpITF> zp04v$UNgLhvj_*g{=4a3hHuJ+;H37d^9}6})8jGRm+xDz!QRj7X`T2ZJs~g8DgMKJ zt|Od+yXsmzd!+Lt&xP(q=PL|kk7zeqoA{Q)SL?;-x^NMzY25oWS*v1Su}V%ri&L(1 zz9~&n7%8lf?<$|r4+{3)^>^UEVTSA>j;j0?uphOE?q@YI=cfFo^*X%bIX<`s8ZG?S zc(tqb6jRCvXzXY}%)9B@E@y&e=;GomR`?Fq4O5@@@y}9gL)x>n2_&qj_8GO zHtjd~o(RRH;zQUi+`-=!*E$RTo@o1u1?5S_zhcq*-7AjgE55|{(A4RfsopY8DZo4E z#ZW)dOJJ^7d>dXDSd(Ib_>-QA)&#Ez_HcF9_%-iG6W_ynehX#&z^li zOL5N$z};mdtpg5VKK}nO&^R;w4#Pm%JNUdioQYg3pMt9jN8!i5|MD&~Y8vvBpNpI? z;VaBr$amo?np4sl`@Tedt-a6}V`c(A?bq7W`ifCujbcJ}R!$Cm=YsKY*^TGxnA?>< z2eEc$ET_pdgR`BrN@|wP*&&xm1%D^3BAh0IwL72=luILG14(szVUHryoR_Mo~ z*Wnkzc~$+Le9wGKcA&m9Ex@<0VuiXxzJ-6$vs0}5w!rr+=b7e09iZC7of~=@{)Ns= z-%a_=*`K;vxCDmUY!uJ#hsHSg$TL9bhQy8Ii{cT=AvU8)zloeH`v>A!Yt*?B|I*WJ z7C=}l8+rLuIKsS*`gFRt&Hz2Z`H^f-jVOO${)YZMvt}-zav$^@>2TDHvV}NRAb-gp z^mlfqRu{vQd~9HL#xxe~9lwzM^v+1%&lE56ANFVZpw3(;804C|uJ{ynJbDRQy10`6 zUHP6}PwUcmxQ~3)`5`)^e1*NB*MW)dTyziZAD*Li!Ux?vAwDF((cjajr1sWX>w8v@ zFhi&3w6#9PH-4ah0(isUdwGf49(;sf__deLKpax{Q@&u9m^o61amqRJIqN5i+j@Q5 z5W6c5RD%i^@LgS3c;|i}nCfiskp7OIv$p$UcaN)ZU9DGfZ_n$=e)L0qKQZ5;*Mnvb zXAkBO#jNriJsM{3sXc@@&WEs>&WsuW4V}43ovUvLT}wFcus@Kj?e|xl+EztTcT}#WtF)aM1U6t7p|)2IF*J{;hrb zIG3(VX!)-Hp;%F@F^436B}|ch9q#J$!YG?3 z!-m*1ICF>J%07xSou}caV#i?|XRLE!&cpl@jUf0OfcPOf9K29o66c{NcKJs(RUT7} zkz}H=m=Xh|0Z0OpSgaFXFF;Mt6NpWYqrBXQ*;$LJTu-_?~%8B9;m#{ zc~Rpj#!b6*zaK~YU`~L1q}*%$2Jsn(t*SqCKX6(5V6Dp2eyr*Itba>yQunrbBYV$+ zX=%zYiUs)>dDQxQ=n{Ti$}9%j7MxetF+X?bqBzmL?Du>quUJ1`zU*wz`ND0Om4-)x zc@9^I8DdEOZhTs25Ujftd$No566M469F;SI_{u%8yUtsD+h#xAa~7;gxQ;)7NwNcc z+O0|a#(PdsKi7HEzjM7OaaHnxy(3Eg!u*i@%AFhcGp#{f9>4K(o@o#~Lts4+#i;rd zE|1c?G+dNVkcaR$|6J%t(5L3C$ZN_e4j<9hg@4RNsU{HKu@|R72n*yZ@)Pt(;tk&6 z)`O-*&jfvwyeB+!wv%0~76nszJ{=v|&k^j;W~?|1&J8Umcu)1B$ZNtCa-wpG&Lr3; zSI)2*F5-fEKuwjb=nhkf%`q(%3+)b?*>thP+n6`@bds%P`C>gSPxfcqdei|2*tZ`I`Xo7kQzmH za6W6;Bu*sG&e{x<{WFth!ZQuV2ZR~uBEj06m{wj;{b=)6JQL+|i~LFZV7AHX2-)A$ zR0BBx%^v@Re}m^}MZVp64jvqlk5PB>>`gF_k|VWF)nN39sFTT?&hF@5#I1Zq=WH10 zxElF^KBeLkY_zxz$#?W1m=ogpbY?j%FNVBhf?7-1DEor1U?sTh^KYBo}QN#rBuzj#gu&gyU#-4E>;yVI9pUyc(f4&cFXZtKawVH~Fy z?_jMuE8>`(7wipb&0v#Pv(tw|k8pUxjGyl3`8%;DtaiLfK8r3)O^fDj*c;;4!UB7K zg4$1f#pa>idSx55clvT*Aigg@RUCS}p1uRMHy8${dG(!FGbvZwJfO|w8g>{ic)e_4 zllU53Sy(Uo=}dgA7IxDo)LMkWsC~hk(P!Zq#FLvJ(&we0GgrWQSv@Bla6V>p z?pmi}1ul#a>-zy5*LvXWvOD($e--<#4`!T^`i5QseQggjOslrqPoGEou-R*BPiK4i zwPqZ^3hcx0XeGZn9AkEhTFm-1a2)CqpYQ6d@GtZk^d;>nl%vo`(0=7-!Xk?&H?t?3 z2?NDNR>lkTPanbzXrtM$g64Heha|NKw<5IZUs z{q+jZ@d@HZm;^qnCid`C7$mN5HigqFmomrf@YBvqvBJEH{E++-sN2oAsb%RIGiz_p zs>t5Xm+Tz~vXAuwbvCk-)B2THOxq+6Ggm?H&eg2=tl|{@M2(G&>-zT7{g??Lf2uwe zKLL*%m(w{Jo(PkuL$ogC8CP?`>9u}1vejLRANgt^PW5@>RQBVYSLmkbSq=liZ21wq zhIupM*l{_n!}y5qN&SKjDxdV@pE)slJc>n~t76gP*j`*P;{u-Z?5j5iEB@x!18_X; zQ@FzX3Ho_RUy0gL`BUE$*1&IrSf(?z+E{)q9!;N-&$xY>E~Xlhz6Lyp=boJHWi#|u zW#-(wy^GyXROf> z=qJE?y<8rm5uu&H>EHoio^0y-D09uGxflmfp0c@U|IB4WbVkli`AwLp>xcaAcJ@hZ zP*>>R>XXYyd^>3$a0)P;^QG_a-ucZQWhb~NSgCUq9{TwW9Me7Zb81`oiS$n4q?hBF zC9xSeU03mA`hl>+(_}0ci?8UsmG^AF!Jer6MSI{3h;{iIJu~mR;Enbst=ZnKDEowH z4Z>5)b!ZdvKkZY!J%2r{#j~x}$^4_ZW8i1_C)~jEF}M`Ev&(zJ1b80xy!=7fV>Z%v zJ-&k9F^|Dam25z+cQYXLg_Tz<&h+CcEfr|&> zhSmJw1AQDc9XDU6wQ7yhF6BGAFT6z9;pa=ZJ9Udai@@j5id??b`AVlYzorh5)*&t# zh$a0Q{eg4Te(V`z`EL-*WFI&ReJSCbo-@#A6mOw6WX?#M0@z{tG`f!;Z^A3MlGS?n zKDvy{CHg#bCG?2Nt@I6jKLXR`Blf%;ypeqM|G0zlI{a5LXLC>3Q*r7&D-BNKN6LX{ zl%~}OeuieH^)SO=H8py6s77QtUonUdBpzV>5obrOQQV1~D6EoC$)?_nti^@=S!W=e zVh+&av40)!UA;wXDfbYU+AFvr-%yNy+Mt(g>aUqSVhhWi77KxAvMhHJr*JxZcF4Fe z^=ja|s+swHEyl+!*5O6|b;Y^J;d;){>LA_+>}D&`RurRFpUHQmzmS(5j^a_sE?mGqszG^v8T~Q%oFsODyGrYVSEvpN$r(Cpc%gh-bq&29)e_E+nW=?~nifah zY_)k{FX}DQk3!EN_nPkR_>S@$_E#>aKjq<_uLa8<@=0k$@)3A9Yw|HtXN7)=4nh4- z?X5WQW0{#8W8J&Oab;KQ8zK<|R4cF$H@DcfRu!hp-u$}&%{toXACf7QAK=ZemU0oB64IUrhk@~YRPG_w1 zwOXD1`u+}=Gj3|UL2>2zmc=jgDb@=VUZ9of{tlDLQ>G8;eqbSZpY--2Oj7NLzuD}8_)HM{l$WWUnVDow%;kuO3D3RUgAWh~=np)Dq&j>zOApb!-LMvpi^ncyE=j2m-mK-3A05dorKfcJn@E`PF(>#U8L4905RT8HI3G>M*!J9EjY3R^->hoRR*X_pLBfs1+#3&jI`T)9Ty11F>xDK7=~qS}jjCi#$J8Xl>9>#xUp((F$-p_pgZPyQJ2c|K46 zV*Tc)__=Qb;WnSucffb{1RwFQOOKd(pXco8X`++4-vtGq)HTVmXt-b>y^0`*mcN4& z!d&WN%|a_@`uEj$iB08g=7H#S6OSSFnsL_JT9<5WGxqX($Mu-uV=p|zubd>F>GBG- zugyXU>zP5KE(vOWa1?Tl_@nV)ot4vSg-^_UQ6tgc5f{-px%Jw!gW!g6*=D7LfnFTy zOynE%7@6&}x+Ho{FC<-%I_@~a6ZB|X9w0P?!kKlJ=i8nNH?2AUAbvaIeE^NJb>>!Lp(^XFNu#VbUxWr!Mho-~(KMU}o`q~S8gt-p! zIe#yvcSz5}uayggnW}k$K5DgsY-@JVIcVShbq&K=FYDIN!4mi0M0q6~&CW|WiGE`5 z_8>>=8uCG#BUS!IJCe`1^$;_%o#F-j5#NQ6x!kWjgD;TVR681u2=iqlzn0VA3s2B` z>7k382JNS{5>M3qrZo$<{Jn_tnC^z2MZHIUbDUFu);*O=Wq-J*xN-=`Q$JF^35LPv zxUYON;pT;CI3f_L_gYRAo$EA8FA z)O@l(e&ywI&lb!q<7b?!I5U2#+Sa$Tc(t$reHyJy=Y;O&d{|rp?67B?;BSh1-;VZ< zW9n~w3C^e5-ubueZF6%r`>ON97yTRt7t|g-UMJtRT88x$uf?;7dbU7*saP@%yXgO~ zo4{V-r#O(}Q8re*DL)4GB0u2I%rwyFWzJd{>THQ`oj18c zXU|+gFpnu-r3qM_!Mdn<{r$-Av_IjUu$T2&U)K4t@KK+o=0%6Mnpr;Y=T_wr@h(rd zATLm_t8R976dwi?m3MV6+LQdo{fslU*#>d~>oeYGXO2ExpL{@Vq0ZJDm9o1$H0B@8pRyE#WWOnNWg~j71>4cDihqW1#l@Z&=N%^tBa?^;1yAxHc8VY4OTvvzj!Q+fcxF5f52zv%T6 zqn>W*c%!(9)~kE#+~gHB@@p`fI>Pul8p!|qy+N{p{6INNex|s9SNT4y{SjyISbJ`lIwCmhpj@n& zLr)-X^>6tHaqiWe)-&Wh!8$Y}`HjCHbXDd$?71NQjDC`PuL^une+E0`FVsf#kX(*5 zzM`|H&t&ng&l(T*IFILB z|HKsBPTWO*uX7~dIgF9-!8OvatZ4J$Pct0@SWI%6ByqTc1sh|J!L!ck@-yE zXXwGwL##imd@Nl^nCsVLa1Z$px~Jxtu$TG?@A2q9dSvK-&4Xx8=Ocmo+f3t7D=P6949|^92qw&vEg=`npM-b9XE2L1)jsJXnResd+vO5) zO#2qMQ=Y)Ll#?0<`2%?G)zvyLdgtP_Zmq<-dRoet;t9Hk*56dT=NaGv zf%PbUbT6KNM0eEr=-(ml2sW)mex{s_FXE@-y}s?eJj?I=6Yks0Ea%|+p!6SGlk&CI z1d5U1?2%$i`OxyFe8GD+v7b|Q4)77JXXo3p0cV9Rz#id*&LY_NRV-M~ zMeDWaz;yP+QLqP#4xuxWkJ7g%Hq^s+v4I|=zq8x~cPDSl$6X!*AL&cbM-V?lbJThI zKCZLF|M3giTABgs zBZphED=`PADerpkzjmBRvE$`6^1VIZi6-Iu4fC+#eBN{7V5j`Yz0*LpF>a!`M?-?E z`SSqc&^Dun&PV-34HEJ@uH=K_2&!%1XS|z;xm7>b$vxtd#_!M#v9n>cadX9~#}9b6 zftd<)LO%wiU3xXP&G_r=;Y6+u*S(mdpci3t9Qtp6pIVP;e)e7g*+b``Gqsqs=k(#K z%5OHer2h`YD?TcG(E7-2@+;;_0^bwok`KURsbld)X;Z=4Pd{h@T4&-FYiF z+3$M-JK$92j{!{M_wwnwHrFV8;QcJqeMdLQ&`#GhSUSPdroV*~n{=*E5> zhd*2IS-!=yB4CQ|3t*&h!SbW>3i=N9w7V{QHw}S!)}Fz(;B1N30sj*AF*|Dgj_@D{ zqXxjw&@!wyrM)}+L9^3-;UwtgJbx7O{#bG!^KbNyR4>B2WJ^D16Q{Bv{c!3O=1YQW zQjAkKi4&oKmIH%*seN4_K^K_Zl+l}+|ybN=d>=_Nw^{` z2;jT&5!WNGgv0dk=u3OJqdzO|Rnr(pU{2kuKZrHmPrTUj9zKWtL-0!cin@pz06r-@ ziz``OABa=@MfN2>;up*%xjKQfP!5xRP5q*4m<@m#I)c8Zb()%BV_yn{RX z*H!M+HNg<8Gqo4thR+#1Jf=3Kw?V9Ew=QqVzuFZcw{Tx+HaO!0H9v|RF?utE5Mt(XJ%^C;g#tK>Ol zYCF}2f$vc#2+Ps&6oJ3PU!*gtwHeF*e@=iBf+t%dkSlVYAv8j7=sIv6;I zZtQSOxTZa*Pas=r{b>6^4NKP})?{bpJ7J;r7V?a_H=E#b2lW!+eDVX|_hlpEm)Iv} z6mQfDE^c&g^rg^1__?r?XC{0fwspco3|m;U|9p(jL%53G!|xVC*I}O3*@;?)o(1m~ zFuflg#@A-Z%fe*gt6>9rcIZ4R{FoY*c?D^r;wp+A-;d#+I(xKg^dNcx{?F{)eTqSJ zQJw=ruX4|6h?m*if^5#a2<2O<#R3?KUC9Hofjy50?gwZ3l(WHV`Kw|BJrDZ__JR*n zw<=%h=T-ygtU}gGt_0`sQR*nu*2(Q~L*-BU8R%H@Ir+3ZGdMB5YMwcgjkRZczl_&6 z;w*Geo-q*1286nwE946?4tdkg3Oxybm=>(PgYBihD(>1B*RXYUVnSq}vZ{bJO z(DW*u<|aQE9^qs72R$CIX7jW>`k1^INSXz_Mc>z&945+s=pKeCiVtGh{a!BlfUax( z7}+VHOZj%t_jI0UmZmN09^@)_UD-%E)1DWCW7zW?L2QvGBpWE!#TS{6qqpk&i(*fh zh9*x=H5?D(19J*s1pJj+#xxcG%*pF$)QVO4IkSD(*t^aH1t=+DaSHiOBUjfXm4(tUIm z=z8ce)Z<#W%SYm}a8LeDJWP90{tiA{rkGKF)Mt!un^q#b`CNdX5j(Oo?-oZ})|{h% zcDkp>3CTrh^7ed+@W(W8_>tCR@05baiOV|wmL?$E;S+Eg!}8z^ihf26ny#eyupXQ{ z8^ynPglZwv*QFuyJ_~nU#V<7*zNGqBKa-!jzK6~d|Fzzc?nw>o*JaX9$??qYGoxY} zvFis?`Dok1N$XR3XQqr;V`t%*I~_QGe|r#+vI#=tWPejRV~QMxBu9Q`J= zXoowx7qebmPy89b(2PY8N0oo6uWS!+DKr4z?(hlaMb*pV2C6I2hFmILNLbZ8&fA! zw^*K1oV$7kUllepXToyF0+58$uPi|@(as`Udl)*8|OtPdkU5w{Tj2Y$xcV<&tV z%#)vm)KSc%tFN!m!;!GD{_XrhzQr?ZtO*XRd_@1wX(-GehmX(}Cnm z!aChED|(^k&rw%;9+anY|KI@^A7Id@JJPK~8`cMB3(eilCNW6{OnBEFCwt5kP@5&!!ebtbPAN#&y zT6{$3?&S;WVEL)$q=fzQQDKvdSM3pQ!ug^#)2j@5uRd!fPtbo8z6twv-(WvL=K|Kt z2EqY7t0Y^8%vgin=z#D-VU=+)AETKsL8CEkNxsN)8+Pu-i4>#S2N;j8Oix=iw#!Al z`-xf%9u3Fftb*~On9zQid8F@*=5Kv}d`4$&{Uxo*uuo^?>#XQRiU;fOm@V12<3qZR z>|!(Xa821ub&ii|_>#Cadyrr2dx~jidtnBj^_~}0T;YeIwx^aNR#lhkY=qT*K30sP zOM;_t1Nuwu_ZewV%v{Ou)Jv1^>bi|x-;Nxs&uTxKHIhvYgMzk$M`^7*Q-Vf=-F@F? z{zdr!{*2yGpPIql6JB9_&d!FM9ISctJ@SQY1h&H)@Du0vvIqGB-xJPhedL#r-?OLO zLe0UuG-M0y)%|Wu;j4TAjv(6_SJHX|v1UI*m%%s0?C13k_8 z3wR=%Q;XW!k{|uNM=n%+lYiy&@Iw5@$0GW>@ILL)>IUM8XBOP~;Da`+BCf@`(ueo+ zIJLBDYJ2t;qbYJ^K^T#;xx{K9fG9J|Wt2U`_I8_=d-63>#Ii z1bzm->pF@n#VLEGb`IEAc~WsIZN~VM<>TPHeyq+DKQiA`O)T7!4gGwl`|Er3nDKGW z)xGOS`NVp6x);wB(0>eKu52T$5vP_-sSjiuI|uhEu+&{1nXV;0f0eCQ^SYp3#5(vo@VT{DvN@X)xlW z?wmPSo}Z)EQT}E=Pqk_QH_(gWj>34$dHS<^4wn2NjK*ih?^T0q&pt;{%<5j$X|fIZ zRqF|0uCNepY4rlVXL{bj{AuxJxMAy|<_@X3sFC4X@E+OTW*FuB&PL1#!iTgbatu5> zcxJK@^F;V2@kVb;wU>`o!ZF2zu8*Ea{jakL_7?CheMcP7=0%tf)mgdw!fVONid$xj zz{w!y=qxSo2)A{%-sPUE0HRB$F`#LY{VTf;AzdEER zN3I|j>s)QtUYI012EHp_vl%t?SL$PUiL0^ndEyGcQ>=*h!I^xFuwE~76lh>JcOUY* z2Z=}WD!3}0hF*xP2kB{8KVLph4#Xag&nTAABhgQUWx_9=tIu_WarD;E7|7+!$|*hr z>(RBu5!FA2TTmNPuLd zY_R^4AL#RFdDIKk8(OhRWm8+Mm9!?}D?`$T|!8IC=^- zr|>IyUHO-M)8-|?TH?fhx2zYFXfn!|@+18{XJgM72mB1}#k6y37VXJ6nePws0W@2y z&x8@OH9XGUm$@4H=G3p$?XpX-Ubl16da2FyIqMrZZUTnLH-+K!AUJpVg*!W8k>XWn zN4^mb2!9;DGqWzA^`1r2J|!4FSA3&~Z?>}n>% zdRX+U@JkmL@)6aE3ZO^pyZs zYk%Oa&KEzG|6nWq%kx-Ao!r%a!W+1}{88s?^B&BW1Z^$9Fgwdn$q%}=)2#Jp)79XX z!Z7Mx>2(2L)*fYRW>}clRP3XZ_<76by2#JeaKajCS6WxVSMB|g_@k~zePg`9&(XS` z;zuzj+!VJlzUv*B>2gZpPH zTp`z)ZbAKoZw7zwA=qQRNHCLJ#%#Q=>!F`nE|*WC;c8y&|7jjzyY;)|kKmYWqj6N)+>jfeLKdhcUb4iabee3W&-apeEhao~lU zWhQ>9F=S)jUE;8xI!wMEz#QcZeb-@@uE*yUFXSug6P;%em*8>mV__LNot}&HY5Z7c zA)iBo*MAxQ_`XT5HO?v>RWp&wY2=rHZ<43PvF*O{ORIOC{wUw1SE70pEtPps4?DaV zmJjKy<#%WVvI9NTU`?tR=Jx>DJ74fk*;zG#j}KNum#Fcba<7(_z z`7D657DM9Fx+eQ&Z6VxLbuP6r`=Op-zQf^}Fw|lVE<`>N2MwO5Vp<%-dNk4z&{B2p zK)mQ|@j>({aVEZ}xN&~3wc_ilwTNZTO@8BRc{ZadzC*4ekHUwX&aFS2uB)@8{^P&> znILp#)4y34d|UexR{FIBe9fLaMu#$OO>q@R=Jb%(2;g2EM03OIT%yAh8gIPXS z!2x*3r~C}=VL0aMT-h6)RD6hc%$XM9o*5v=Y7O!ebWrP=2IsVNA957FCSO6Palc1h zd&95bLewDia6+E@p+`pzV{_2po#It%3Y-i1M;K2nqWGtGC+-vYnf7ORqjRRFB%k?k9}UzWh2udXM2E&#Bs+ zlYBe)4hLOVwxx!lMo=Aq2I1z@(OY=tmAptj%rgRhorq5w9?RC&E7Q+xKkx@{EohSP zP@Z9-jt<1B>?fZS_PG z)YsIf)J0&0cv-MUL`T-2(MOoirEU%SvG$`qYF+lMj^-PLsX<&a-YZ+8W#Mbo1Ww!I zJMww$mmU&!0^gj^i0@kuPQGZlTsBob7>EI_ftf&IBz1^lQ)l63TeLs%73Oc?D)h?T z`?M9GidEBAnMb65P><#pdLBt0SpL+|L!i;uZEBF!+WZ?w%)*?~|jgA41NM zjf20BS#>;rCoB|>vuD;8)JPOBV4<*GSf};s+=6qhx(|8|n538iGCN*Kg#xCwARb>ZuQj?g!Rz_F?1wL-e}r%oT}wZwhf6F=OI9rxh#C0~act+Rds2gj%>UV0NYjH0 zz+1>&{$6BjvkN*4oW$k}Y`z4n)Hzu{OY5MP^0;~6o{A+jMdAt_hIu;G8vb>eHIPtOr!RsydGGS zeBZPQ-PiPC{h9u_ufyx}%JX2na+&2jcP^|?F)Uu9vq7hkmgD;%Jp`+f;C$5c%&R)A zBlh43!aSb$R7{ZDea>U=uvV|i>jlCyLVgE4HsfBbi}_;owqTrkc^p1t^@rkFXCeD~ z^`!C#bJyrN#wXBnY{rapg9oB@2|M5zRv-Ga2*MTliE0z`Q_Z@{cU(P0KE{`{PWd(3 zpSXbI82F=nglF+ghp@R3-|yv*@N~3D*%96kmvP@EFKPW+v*L+5jdSraA3T;_#aG3* zsN3+viaI)&;8>*I&$qtsD~H_lTS zi|*&19nu-X_jF%+Ho`-luWT8>XE+-9S^u`!NAGkxnlP6_r+Ab0cs?tJC0l4qxFV@J!`l!+yoFYEvJ}Omjwm)^))xKIhiMJeKx? zriFH3&jVUd(Kw5^ko;b`+_WKdb;X_Y6?h-|K6!%P3EHBYr6cyqK{^9w$?yqrKX+f@ zHv6HMp}9f%uYT_4c;yG=c`#Ht6&($~@a+rNR6Q&l7LjUt;E-x;HJ8l)f4hTeJ1$3 zWH<}`nO+6_PFh2-X1Dw!9|V`>qhKvPeur7$F@7NI;*5kHUO&?GHQf_?>zd-J%z{co z3&}&m2F0CmN}hpZ&Pj3e|M-P49Zq7nX?ms8R`q#&LOT0Sjb;=OpnKJs_SJ4$3*_Q+lp2f|_5B*-_>IE4%L9E;WcickA}6`n6jual3; zX0i#qlV=#6PtXr04>2bwd(xA3wF0^Y&s~AB_>FXfpdW&DIuqj`_%ND72+rbPrd4rm z>Xl+a|7T{^>LtYix}DA-ScAxy?7afY7sj=;-ylbm4dhSg7xd$qy$H1f+Ar}6zKT2B zdsm$=${&=cq-)E*@L)K*&w+(GV7<Gp} zU4n5V{DgO)(bBur41)Z~*ZUOXXd?PPe3ZE)G;{YHrTCs|G1*DqVSW`3DIf6jF1;Rl z6!v}@>N4?K7q8x&lgBKuq_@EZnY}c7nSSKszU(UgCjY=k3=5U-d`?51qwi=P_M8j35q=lIZ*n7j zD`sQBX>i}!U;AV3&*n|#3$=wOs+WELMH8_Z7V#^qDLnkPUbFZ*`Aa^b@4=tp8~&NA z?_rovzgMq^?oCH!RY& zU869aPmQk{e_Etd^)I`AQN2rzZjHlxcF;XLv?*GzQ=3ZFOH@}Lu|J2`Yu7lueW%9Z zz528c@AOq$epan`k=E7vaE<;=s+Rt;Rkem+wkle&cdJi}hcyZ>-oEvx4La26Q1Pp_ zpZ4w9u5Q_~cmEeFN3`hCqG_J4e&2bw2lZKBrplDQ4MvY$_bPJgl$;eJlBS%zF#E#g zSrxv#p z@pRCIG%?TLYd+}dtBpm=9y@ldf&SO3_k+?0hs@ZMEXVWzmK_LNp0&>QtPe+)eK5V` zsM2Xxm3r~>vb2keFB#GPldFp-p7`c?hTK;V?7lPdX#dJvrzhRLD{|7$nWGAXC)`+P z%)cYP9y##b-WH#w&3tnA=yH8u&Pq`D(%G3;YHiK`(-!{!y2Z#e8*h)ScOz?>EH6*b zT>J5sh!Mpq9lX9}X~fz;lg2Cm??0pGg-@SWcXRHVUq)1{Is4G4!}XK@u;H_3CwJ$W zy60k=O>5&loSgQDvX>GLE48xNk*c3hDOun~qxg3-WE?qs)#On%uElOPdrRthqh>6L z{qlIqtf^nOj1hmy{Cz(!nO7Hj-L>X`R1I74|GUMHUiBWuR$`oxY?TO4}YIQF9=y^YEnlSTdtbx-S-5UNl@r_~2l2@D(@xkuK z(Poc}H}>A@-J_}=KKbdV%?54VQ1DKJMkD$EniE5>hGm=Z->iadlbpXhY}|`g7dNec zxaZ`@@%rvawDkO6bKlGMq+p)0YcmY2Gaz~N%D-e;f3DKbgyRbT(4zU^(jVXLSiJ7g zf1b^{7Lh7#{br|%RZLQ0_nMP^&Xld5_w%KZOaFM1wDo|;Q|jdFw5NXC9rt(TSn%JG zMxT7#_ELob7s@}bez#7UDo^`vK2ZAdwvW@E={Eeyn>9-MU6apV0R5_WsxZ*ZcG6 zMW(j<_4KX3lcbC}w{Nk9?fy6NP|022SI!+b=A7`FGs5;giP>jJWO$?2{VJxu@pi!7 zJ!|U~h?nESr^ze*JR*MFjExVZ8=h;*q|xi{tXZ+}McT&cN3^~0=3d<1J+>{*(&o2Z zsVZ%W{wD3Hm)$3ot-R#<#j?F)6s(Z0(3Ji$2Clug@ztWK8Gf!gGIjXw(s8rI&r#(1 z+{nA{-#NUb!t^}RzgXCQ%9k;s+W)bCN7El$=KTKKGO2qNzxcD~?h8hxS${uPro_E3 z48A^eTZdM~??>;E|LU977fKfBm9o>gcx&?~E%I^tycb5SC|~)}(9fP-9y++l)pqgP zGz?q!DrS~A<&vdLTRd;yOV`KliFZ0GU+V3z?rlslc2%n!NlG1zT_IzK44)^DU!d~# zc)xZ3I`@cX5s|wlUmN+|unKwGjtNhhAWw-3ZF-E4nIU$QTW7EL+VVP4+#UbLzw}R* zoRPCGj%uH4*S7mx-Y=7H)q*8OVpa_QbJbtNR-4K14@v)R%j`+NS(c(g>r^}ciVPpS zC|iZ4ovU`5GCFOK+-naET-j#Ew((>0O;0(0ManuozVFq(RNdISW6XU%>f6{=ZVrt~ zHe+b|b`@&un$%U2&q-6FVe0BbQ;*6V)@sS9 z>_rz=Ntw4x<+Me*?oOE^!_xXqwiig7H)?2+rJY;H*fnuQqJLjhEH=H}tkF@iHpX3E zCHIc11rCM!N5$4rVby<16lX@twowTa)ZQ3tVEa`oHmALnrq{l-2cx1*Py9`tiiKm< z9@i;q`p2o;HoO_tJu>Fl$4^_e?M8{msY&d7GpzkaWP`sb;>{WAX>5TDHnIzEb&Van>%pw&F#m zY=?RszWc|s%;|>?i0pYNR^c~yK7Ttk^Q(F753C8V(SBIQvX|40t2cSg^+F$hUa9EE zMRHDW`%lZ9MUGy0b*<#75m%BY8PxswsS8D7=ZdOWq42urpYD1X5&ht?&u6|n8t>q) z%5yI+eUN;RT=Hs532ozF1QulZJ16 z)1}~`T&en>KQ^;jRQTk^Q^KF@-8;BY_=TYd^A>-b{MQ-@yW}mHH~X{-&D(b_yzz0# zt!=-{RWQcb9EpCP{99DKrq6dMg}o{8d3eT8Y8D?lv+;*nx5UaZEyI;Mk(rlo9^WAM znCo>TtF*oobuU%?<*~zZkAAQ@&)VxpxBB6Dt}9XRIS)7DC$kZPU8}(1q1o5Zr={D;7_<5J*&QLA&;g1Jie4Av_S9^Y1 z`}%Unw$t0ju8?R<^*$E{l%JhH^U0cp-!7$Xq0?#Y|g4I>*D8vJHi`O~dy z?V22U>65Rv>}^r$r`oC3UvHBocmFL_3RJIJ?99C)aqEt6lDhnci?5mwOYt~Ioh2jJ ztX{GqLE@Fi|EzKT^|g|lZr1MlSINGO+0eUpmxd)dRlZ@3$`AX@Y&Lb-qUdebqzQX- zfAsCzwZa};Ej;A)pl?&pSYD+?qG^{muDd<`)V?O~mS*TOCVX0vbfZ$Y>~^C~miIRd zt#$Rp##aqGmT6mVam!tO=O*s+xYFdYYaYxv^L?`XS>NW&QMpE?t@G|@dNz3S$^uVw zEIl>+>B(w`wp7fy)akd=%bcD>7V4}l9h?-XG}Ku!o<}DD;|mw_9)AvlUvtErEPO~<>LAG6V=b( zcI?OpC2n=i*SJvfnsL@#`MPQHf{_*DKiW09`j54T&1l>E#Q&b|E_V0z#aHpa9GxOx zr(!uvTphR|Q=i;5w;w;#DdWxTnZK(S6(>=>wZ~%K{o?cc4`;4#|5M(Jt&>Jg%+cn> z?;rKwU+U@85AR2Y>hrcu`oPYP{#{Lj6C*FRh~ zug9Ks=b!xY=wSJG-;OWTL_fOQd1HWc)L!`gliJavr~k6gshh(Z?o2XdSM(iMaz9yH zp>58%FHgqIQmOG@Pf~x_w{eZBMbeClNZ!BgkFUC zx;lGfciDKj#JC;V8nx~)rd++BOU!?OSN?)u<&FR>Jk zK7VG91Ba*W3J;I}U9lM{_avNL@51r|@xO{#o_<1(ZO2}-qqug zQ`3|_Ha>n>g@0Oq8$V&0Vs#G;TA1%r&XO~}n>D6;c)WqRM`exIH^I2cHL`rN;7plc zzmGm**n6Gle-UeRvwFEA8t)H}*Shi9GgIGQ|GQ0=S0}q%x->e=+k@BJ8Uwu4B5tuv zO*3V$Jv#rGvR}TAIMRJz!Y?Q0ANb?IWMA}~nyyiJi8d{J&iS{)^bt)ewEsAMvAWml zOvwE~!{ez-6yG(r+4P%fS2dm<{XwP2Kjn$}Wwz7>N>uzIDx&r1Y~8X(|L6T*p8uR% zz%lqr_3%WchK=Y}to~ofDqE+NUjsq)71K>vylCU3)ug z%%Pf}e10Tt`NtcdO>KRD!=oWp^KOs+@9ZyTMlQcPviys3{av*v2^-XKzuh{sgPqLEB>wQ_~=Q0ca zEqSi@XLCj`8~8d$&P+ub6ex1A+2ipG8W-%FtncY{S065Tzu=Owqbt9A_+N`JVyCOO zrP$jCJDN@yIpO`U?=S1vWnuJx#-zA4=;Gsd6W07MqUG?*Z|)6T@np@RDz&Ee9NeSA zcRj1r%RIYhq1S`wXS-VL<4YR~{x>A^JbBi+EnSDaI`eMeM_#zR{VL+ph#ub;d3ma9 z;jC+O7s)Ya-lHQeVl^9{v)sxS&7PkdQN7;tdV4dh*i`%Fyu1ruT*~sxyWzP?N6x+e z^laBb`}@z1SNin*GZ#K+6aVqHPpZBs*=*4NQs!TlB2}s(&+lZ4Owc*iwM303B;1;8 zS-JRwGEa*=CT@kRabu1v7H@Rg?MV|ijSGZd^`x7L+tqYp==x!-N*l$}Epx4igb`lw`=jwZa@x$e71Er%yAvF5)Y ze*7us%w|1y$H~yCTh~X&;+z?FtWR=wcPUHU0p5 zOFOJ&qMI?YB#t?vRoKJmdDC5LnKa43s4@v+q>Yty)UYi5W2R0VXZWtTZDW>OSRrGw z%-dtWH|5@>QiUeBzq)-wmBG78Elx3Z+dpB2OPueK;oabzwV!-;;=-lGWtX&CSY=qR z#fgs>{U<@!OTAyDSK{5t6FrVW{%=iOI$#q)lf+q4{+bkVZsch}vmA8S|p z{!f;CI;qmgF%4stxc}$riyP-ePP)G7)&7ak{#^C0dbgdK`rO|5>h9=_J$4=V@Ls2% zH$2?){-$Re?seGka`-)1z9?sz)J^6z9yLDSyMMkY*QW2#mA%eR`+C`g^wno2PE`EE z+iS{3ESmV{NaEF(!}2bSHmy#h=iBQHZkTMs=5qg@+F3Ql?5aH?W<|R<`{2L?BT{F3 zdwE&8k8<{Jza(qMV{tD$>N51w)KzQ3#w4gPVSk^K?Y^j)`jco2H^zPZ?8Lb(H|otl zwEuYHm0`Q$g_p>;rQ3tTLmvMfqw;{ezioIN|499A@n$^FwQ22`Xvv42xwpDSta|M) zMzt-l;o9Z*6I_csG()F9I%ljnV`+GJ$>uL!4QP7$$3sJpr8x*ey0jqv;jkF1QlFYx z?tX`4hqCXDv#8>hNoC)5=vT2rWXZJ$-#ec-X0jeB=L|UU?&XOc&qtjuTK-+#@l%FH znzE-Y~#H_Q-51Dqw&=#omUTt z_T`5C$Is-On||cHsAIL-Zh!OVg?is#YIp1F9u-p^YdbmH*fx$P4@m^16pvdqu+ zZCSQ#;EgtWl8mV{^YWoQu`9L9*&y@k+)4h;dZ}fx+F@C)PCGiZR?KUkXM2`>QOs<) zE8T6n=jQ^ezNmC5Uy?Fk?woaHR@B9eqZW6{IVyIJssA3GTDfnwuyXOTB`CWndg?Km z6W)B6<@8pM@HHA)C}qs@jcTnrzU{r@wWqx7k$n5{tCcFPximGrQi|$zQzUCw>`0<~ z$F`OHet)ZI^}{RWYSk=9t{7|5j#!(o;-Xx68dZZp_v@suua?#=K<}nkD_H zQs$J6r(RvWt$q0Mx|xSneXsu2<9V;uY?WyLjj0dT?hISIy2=L2k1G>A%RORp?%|vN zSrjMM(o$gu_tp!~J?eC>Nsl6~%}M%SmDDMBrA=PDbl%FXW6t?Cs_K-Z!?KN=ICD(u z{ON}0J{vb(&U{5GFYUf)R#=(str9Gq9R1pkn!CPA(;~sqcTbA1&Y$S=(IyE~<|_X5 zTE`Vv``SdT~cV%^ZY|120ti2 zbHK+dBhwd*6?58-O&jjli+*!KmyNk+Y>hR$z>cZ!F1#$XKj0(n|L#|Q&7s2M+Dz*A z?al<9>t2h!BNmY(+e0*$0s$LViN9*0bbHt8~*XoVV zz4qD&86ix|x&e6wdz_x)8iJzigT zQPrtCXEq=3>&`Xb^soG4O$Bfi(w@v-=-Rrr#(zN^gS(;PI zEP=hODLHIetg_`BZe5n~UDwm2Y9((~wa$>2HGf~SWm%4#SD$uVQLXd$aWd>2^7cu= z`Gq1|wVze~O6h|ScT8URTd@zHmOhyFllUo9EnD#RcA7+ot8A%qb;!l>3nKr>IAGhC z55G+_Z`bc*<5rI>o_tcZ8=thO&@Mr|4l8qx{a56+PLDA$w^eU=e{;QW6KyN^P2O>5 zb5!njpwX1cNq3C=<9xJQ758tB%n)~aqwmLMTwkHkxRa4>;*Bl7`}K$v1$%zja%JAT zKerfmuKUhREne*TwCwfL2RAN@m2`8A&F$uP{`30$0bTw$)^PaWS@-^SrpvlJqsza( zwBYUIW$!&Kv$A8wSqX>#-SYbX`ke25rgO=YEr*x-`j6v%&gx2i&OUf`;oaN+eq3>P z{_1A&)3#}ntLxxLb1$d>xe&A7`@^~py46(d?)0R=j~5R~`Uc}Y|1?g=JDW44ozwX4 zfSLot_sx!~*l}FLq91*iF|yIOJ0?X-T=!y!TtBs|l%zp|wzIyd8U4M-5pmOvizt#R z?2qq?)m&UEPQE-fqLxNnjd=CtjiwuNK8i?jHRsk>Wn1R?-*-7a8vJVKhy7-xP2J?^ z>6D|(K8<(l#n~$tp8t2^?-L{9iKndR^O;oX8fi%$Brd$pY3pyh{Ti1wk%v_ zVw`u{$CQ#&H~!i#QQK&9wsojcvGDMD=@++eAD(&klK5|rSHA%H? z{|;IFMY?;F#?%eQGb=u zvTtrq8uI$evy*L-?0EUb?$s9tznV1U@#4aRUhMs1$gQRwQ@!Z5Z10`BwT?9y*`evo z6csnV{q&5#*S4x#*8-ev)-p*%RADw_@>@3^NyK4FTA(o zQp%pY%Pbyw_0sZ%H792sdu4ygGp$?xUcJa) zH}7V+G4)WTs@~SMkQ|s@`hK zjj@YL%uD*$ol&>`3){24V*5ecQq2E)-?Q(&>;Ld-o-+BfN41^t?dn^@pYCs*toqS@ zuZQ009lPe}SYsQ+E%Pv1;=!$Aj^93P(gzV=#LUs?>zH%HiyW_%u=Jz}_kN5>7jyp0 zW&KN5F7x{S*1~HpMkOq~{{EO8Uq5deFJKmSIupm`K!l=FFfB-@|QIa_bmRpOSOdq-n-GP*y2pt z2j6a!Mt$bCUcFW7q7>tI_$x!2W#^@Jk-Ba(hGgYzxsN4wRB@Qv|aY3WYJ3F zzi(G%daA#}W+!d={h=)*GWQskaqan5;}ho&pEx{gu3nEimpmM+^YkPgs=iLvX3?K# zQzj~Trq`QpKV=zmV_LL_vuYHtA17%Sjds|{CvZ}?S-;#k>3qETqRA}+pUt!T~@yGyzRqZwmvZD-$bpd zoa_6zP3E5et{D8}b(-}Wsf#deHV_5GpTQpo!!3-yWeWpPpcZwdap;$?hAiS z+97k|4V|hli`iyJtBZ}RcSw7!M%?;6lm3%oLW5*q)bF=8`lOiA&M&_6W2!Cfi}gSM zX#TUQGdK1+QoH1xDiO`r9gjQwQlCu&4qThtbz_-1mHr%X>DwnW`&^Q6@M>4Ja{VU_ z`RvlkHj~Z`dKS0b%fpl2?rrh5N1bgOmVO|pY})+gKQnvpZSm^#iGi1=Eok(9;+@@J zf175*jo5|z{=ItBn>$B7`tZ({goPWmxiesW!Y}WgI)Af#`i9%4jc+@*!OB7l&Sh(P z>_od|zkaf!=|4-#u2}!aqGk6TQ{EhJki25L(K??mSD6aLr!hmr5)ihiwd${6EgBnq3KFiH2QjGgkXN*rVHu!0rR*NiiN z=ZJ;J`}g>J>Y)U&%C9bcY+S2aeOn78s2Slr~Nh+5B*mN?hz$jpt8KR-C=ZqI6q4~Mt!c;1+^`~>UCLMX*Io*g9ANBor$m^X$dhM-K`rl0V`W+l_yu^}OF|u71 z>Xf=XCP$&QSEoMP_-s|tgJnL+SA6Ey0f#mx$p7d3)9w28Ns;1%T>BTUN#fBnC|4-|Q_XGON5v9~Q<_TvvplUL3eJwxF+@#EAj_ulfZl|FjZI$u=e z%Vu#?j$EDg#{Pr{GxW{=zikr=XG@oV-{0NlR;U{5bVSVz56YYvSS#h}U!Nx0S~=^) z%PDuxi?eicjT-4|6ik^SWn_$U(@JkW^R{o#SWn;oV(`uG)iQV49BX{+=sBhgd^O=< zldnI0efyuzS^g|~uygVzbt-=_;==34Kg7;BgXLC6y-k-~7+LH}}^i zs2*$Nw=-fC2|rOTU%g=!(!Sp!Dtgjq`?3{^`QhEZ?>^n|-#2vz{kN&#{MGGl|Iukf zhC73w{Mh2N?%PwXzVLQtfxX}6J>7Tl#ICQmPApq=ed&bX9r*q2`T^n%Z*E^NcVc4i z%c1+j+Yu%$@af{Eye&T|aR3`sLN$Jp4ZF&lL0ioqQs}+1Z(% zKKbrgmlM&SjQa20XZH(#(6Ml-|Z#|_Z2z)@8})tH>H}q zFJ-x5*)u$U9k=}J!%2HK?i-nA&ZL~M`))@%~ z-&)W$<&tIuyLd#A(BEbo3&is?6T*Odp)e_!xoU)*x{-)4B% zEk{Jp`(MTFav?_Z3~#q@xH7O&x#oqMChJ^h^~^kfPPl%%$*b@`{)>CA^sraEw%=@7 zBI8$GGjvRJ=CcvMZR_2q(Tv$Ep7rkA{MMs-KQ!O-bMCuS{wlaHcZ2s=KkOI(a(JsQ z^Z)B#xPL^vC$p+$n*6GJ)}wU_zkE@uX4;A0R&2L1afOd6*Qy<(LbUu1241`#yYkbG zXU;E3d3x`o3|-e3&6KLgw^7;lCQcH0_j=fr(DW>=q$4~!yDgt;)!o)Vfh|k z#vlnHS6%h%ZMWUlEzI+Lzy0>9Vr|R)w1};<&N{!i_?KI5xn+y;{`>9o%U}Mox6!=l z1iZJN{MJsud&DCSJnLI$cUL2S@{=DQ{PJfGXE8Q1-jjKN^=q$fY+_~W1T;0Hf= zSqcCE7ysfH?|=XMzWL2>uJz9fu2tsTT?A}B>ds1F{;DE4PrKLiN>*VN{y&AHkSvG+ z3qOx3iotptl4wy$9H)zH%*@ahhJ)r$J^CO>_>xxN|NeJK=1+_Po@mJeDt(NX7zTMR ztn#B!=ad*>t?xx5;mn7WPk3UzU%wDvcM;Hj9y`1`P}2dOf*-LdSRh3ml?{iNL2u_1m%S$v~POrn{;Bw*7J>g z=NnGJu`&ZO2J)^`PW7XVjKFFO0NDCq^Dp*4U1wq8Rj+>awbxzuk&k|C`DnMexcK1@ ze`vSe9`MLV9`v;{&yY%Xngnpp$u_S0;Q7yg-px1Pw8q1>^+DbFXFg_6=X{Pl;>cFC z1Aup)a>~_LU0t06uBB4lI(_)-;^IkfY)4rDc--Mf%sar`!z8qEAM%iW&iwi}y3y{E zU;gr_CqAJlie(Q+w~jwIPC6$^^65`~@}c|hyVsr%I{owy|Ml*>m(lEAd++^)FMjFQ zzxnM;U-q)mXt-8Kq1zWLLGI#r4Ha94S}LQqWOUG6NmP~qb0yUMbkB>skLF=^AI(GS zYHS`t7kL%_Mc^N&jlvoS#D+3^!r_mA0;MfN z5*&HtlNPPEu>nIp5^;aQXw5;fDDc>jW1+ENTP5VPZ^R zfb8{AC}aj&7K z4*dAXKRWNcb5~|W(75R1aCxIR=GbFf_{}gBiitcsSJz&3n=Xi^`XkGJ|7v|?h z^xiZSu|E@SAvfqdqic4JGdhi0P9dUG%Xw6rH##`wMJ?A70h{IB+qSwoPa9;*+d7r0 zvY9oJYOvHLi|t$2a2n!-CPF7;uiC0JCvZr0McNcKKN-y(~@ggl9BaLgR)fHMFvCd znNViBzUpCnd-#vuXaEpa_WW3@C~TjE)-u%Q>Sz{}D+ zwnVU$3pRDOYjC$E>~#P8zv6^fKKaQ{S^oHCp66fx`k5d7$VdL?e=e^4^_pR2Ok8-u z1tqGpwuOBwW3zsh&-$3a`J9bLqenjSQLVzSeeH}iO_!3jk=*Az+;*+@|K8A3y|v zqR7AUl`nne%U`#T3S|9$WM(|^$cZFb0tCRmbVfjw1jro<-uysF|4!TByJ&zEYe=8hpWA?VPJoDYB4N_$* zh|Nchfj$G$e7UHX4)lq-D=M7#czGFC;&SCSPoyjG2Cn@3TU?f_`M?&!V#y8_T4oWE zj)X=}7(Zvq6oDTqB(Y!<3SMXxiD*WZjXhgvnvqG64C&A=C7_4CS^_m77IT&d)PlBj z=qHO17CPe`Jjk?fp^y{`4J=_$upu%s#6$uuvJ@Z+wMAZl@d?^Qn@~bw6Hch{2;mSy zWaZfEPzD27P+4IqMMG$AG>8EZr2;~7;sGipl8_OV2D!D&FCb?;1g2pY7rN)|+9hBA z#y21Hn8z&d>#w`+x=(!Kv;Yr$hjN0}eQ# zdmiNc^UqsbZvz0g+;U5+WWDv)Ytq4GoHdq#dGpOT|IT;M-C%?Jv=DB)?Y6@XeavmQ z-G&Ws)iX}JnzkJ&S_czLzOKLS`Zt{TA8&cfn;!F+LytTD_=65Qxc99@O6e1yc+?Z0 zc+^Ed|M|fOKcfA(-wv>^>&r-a8Q1WSj&|Kh+={iW%|>jNx7hptB|QJ@z>0IodxG|_ z4)@%gbS4c_!vVp{P#cNVh};WNFhj{?$qqp>Kh7uVM8(!(z_kY%4S?D#%))asnCIa*(>f2b+!Cc!^u~9-KG(USLWV|$ zP(=2`6W=U7?`1E4p=CwDtz62IN!8_Unug86Y#;mB$Igp(TI+9r`|QIGeeABg?()9( zz4z|B?^=ssbgx2x>Sh4|_TKv;UHprGaq&H9<(;RzWB1*6EkC>MzWc6w@7+BT(#n8LrTeYBxhJH5wmdXL%63zn;}3V%D?b8`yO;|$fEcY}=? zD8iUF;47p4`ez{Y```bsgs{|*An;?IF(SVCwQq_f%uJXr1vwE~kU`4xDCJa8&`5Zo z#|8IukRX(Q0+mONL3!HSKcEGe1r%u%fM#0ev0=bXJOD|9zyw;p>(sY%s{)Etz+2z+Hil@V z5Zu1v`L7|#NO=$vJrh)OdAqrcT`eH@z^%95`u4ZKZHMje_v9xX{evI;H&~0MTf?S* zo2QK$6C2ksZ?ypCF0Rihtk%$bo9`^Vm(B0I%PuY4>#w`+uDkAB!;(1m+}?HPo!4IT zyK8^&U=bd(V{E>&B{jIZlUx8@Y6v7-Xx=pzk9SPk7xM#K2 zj`}?2y5(!9roZje+Z?U{r-gtk!*>O;j7+dY2RlTTsWOkBWndW8 zG%N_9rGz0zsx?ub3|I!rP_XHw@Tk=aXp9zh7+6oMfnFlF|Nh3YN^HvFjI#lms3KAn zWuVUd!r68R8W?BRYJ-@e@B`m|@FVYyOqf|3P@DUV7r6;+f?i}m=7oxiAjJixrROUF zjF^-E{jDjphM8ClEG$v8kPRoC$``%jId%}5bOO`mvhEwouH&6ESGLxE_q*Tu`q$6A z_10Sv{~qb8Lt`0w&T<{LN&%eLZ)&!?3w+D8GNZiJR$H|mT=TnY-1T3lnLYxI+Y%F7 zt6nPt1U&iVw;gua<67m$m?uB!=u0m7<=;p6b6am*yDM~zvB6+49F6+FVzg9|EB)qz zYD0<6>;E+}I@oKsWP{T!96QTkY;(#rRYdjDSNokM3r$T!^T`@s5c?N`l}xBt(ub9= z8?Q0N1!(GhWjwU1+=IF+yj?3;EAg&v`3jp`9&<%iB1IFOdWJ|GEZupVL`q0XJQ*^k z3<*;o!tvM7{uWu1d{itF7A7H&QiH})2$-i?h$IcH$T6TYV-SWU&HXr3R1_(*v1OT2 z6H1wi^V{xDZGzeYJMdwLYHrQMoOj_5j1AP14lSmn_>Y&LkXXVzbNXqgCX)pPI%Hrt z-D#^$m14@++phVOLLO?4xi(R@-M0HPu8m56%nVKxJ^tumLb z@{~&BA@+5nF6=zqXrql=C3oL__cXLLahL0->lN)xBx@~~BOm|x``>@3ZaE=jn{BuG z$xnU+ZFzL~TC;2Jl5oR$?fa*tTW_`XGmks&=}$jq-We8{CQ{2X)qT_osIHT9d(b7) z-#=GZ4Q3jlxZRR_)g_9}ztbkFXxc9`hs!PwbOqlcSl+H=L|OZH8hHN;g89D$tW-|- zRGurWHybu~mglv`{uG*YthLn$J?N-ILj%If|2pIRG=?~(7!)~;M=_^zT^ZnAlQCgq z^hvVBho~QO%ws~ugz~<2?l%)i!SY}nDqc4a4AB@v}NSQuX`QSV>8ea)Fzv6R!oAz z7;X8cJ8Z2(X@--;>fN^4jSn#LO^Cxi_I-$5NQeSK^L66|v=i|CXlzCsEevw)@!VH* zCWsZxeE;x=Kg^T%zWeU`$xnXzy6bK@<&<}AxBd3hsdVWNT;G6YyjsDeyrj|sgr1dz zW^HJasb}sz)Z9wVPZUKh>YsISyWuwzh%$RA&03B}K>n@YM(QXRweAlVF?6S*R ztgOsk>VVE8*Dhukp2v?o^6_V%{hceWyy}D#UbRfLyY|}Ot*xx8W;)i0P6;}k)oLrz z`UTKj;^`4qx8gkLvpi_tc2J>H-g{jWf&SadT-{MrUAt!08fNpZdswNY)uFQnBCW!1 zw|fNF$4Q5WE^p9_zeecNuSj9%5zZ-ekf(L4cL1tK?r?83(I>IC9xLl^YSt}BXydp7 zX%U=y6t}a`ZVLeDSn)yxX?VmDhXjV_mK6!zm@ilsjQxb_Y_!oPB#)`)ktd$;j3=rh zoXA3P{nSSuh9VdEUXMwPcE0mfKlU$F0`hM}b&wj{<5rd(p{m*{<(#eumOJ4fY%Pza(yXTzygeM-wIq%Lp&`Eq7rT+k^vS+)pFXw4h?*8cA zcrvb!V5|kviV=5qFiqNL%dfU1x3-c9!|*eo`$818-^uG~--Ts3pYuAv)?07$=C_>u z>)%}axzB&`fJYpNIG584e)8idAN|BVAH4f=EUgVVUy;?yTx|!fhkJLTWoN6LZml-i zIXtu(=(pk0h0I@nSV2R}89+-62z!U=yX?ik)-YM}Ij{cNaWb>+!vnTi?rzeX{CSECUf(x2jXgHgwu-q53;B zo;jUrn0}M5a3E8qQ_P9>4ms>`oT||Vn{qFwiREZDdP#(t)MId9BpP01L@H#N0!qgz4akIv4}a>*$|J@v1W7Z>X&ij=Q(s4q8crEXg($6# zR4xX<2D#4+WCJlQ6ne@EN+8c7nif>%93m1}mO^ff?#A9~p1 zp83q-gkWx1m4jH>QR<=U_DV7<52E^l?Oi{QHId48j! zKswx2)h*a5CUKbQm>NLqiyT+n(;ho;T3C)0nWJHsPHQlz)M<&oVNVQQk9gRsc;v;1jEsLyzkSMhVarZ`2P35_x=KUt>h8u2p!Yg0(@>iVjga7{TPkrhW=bn3xR;t;UJ8o+IuPNG14W`G4<{Hp) z#esr=9$Mm?P<@r&wbjj{k7n)fBoxcKJ%%Mef0F{ZzOfSP))wa8#o(O z?#U@cM_N@r-g0K;Q|xck@dN#7aW9Wuew*F~*Ce}X)7T2}EseB1SVvztT>~f!>kw?4 zF1*Q_o51%Pn`7t|GWH>KhgUu4b1C$Ns1|aKRVungx#!xY+}BEft-iu$@K|o}wQyXr zon*qI#o4c3I9A!`lUgNBH@D)X4_&>_;k>U|bdoayFlE>^&M7kY7#mL}qd^LkM2dMT z3k+p8G=N}pm3x#ZK_DcUXyrqw7c#TtMMmmCkt`~d@eB|`5gDhN7%K@=apEmyw1@)~ zOMF7Pr!!L6NdSZiPC_!str{+>oELHN!=L^X&^z^Q?~9^wq@$Fkj4aqfzW?-hNN#Vu zL&L4MxBux6G{h@^cj-WCVneXLnOM&GHUD!Z=iWpvDjtJ1l4I%_!bo=4 zO*k;u-*8){u*O37Y%O>>xcu_Vk3Ht;d+fg3CqD7BOm#tFMsvwUtjYd zC%$2`%{If*uF9qGa*?@jdtk11XLY)Z<2diS*S4_3MMXMI(-!i&>#pZYpedkb#MQe8 zFb{LCNdv%tzUSS~Jof1y`r!M!kKTRif9`ny`#XAsnqp18zjc6`H_zioKK==3ed{}y zTz2KlUw*>!(e8#DZg}l$UbV|kJG|vhZ@lf+TbJ$HydJk1c5X|qh*Map$K4&N%N^5# znPp>%(Ai_rRDgKXn^+9Gktw!Ixd0vSe>Ol)AoZ+z`6 zEopx1-AF>A5RxSY5o7u<>0KGXSI_%87%Fu^3Dq_M!p}MP+j$XE8x=y!0;mDYNN)7l zNFT!&9diswWdjj}s?ffO)v-^09+gHCOY+z=2`8cX*^hpf5t>bSfd1Q0eSaEiJ_#3j z`k$x2#}>m_6&m3$H(Wajb7VPY_{VE*n`9=Ugca{GkPfhJrBv!C8ZY$qu*)%LiO#`TRi{{EFGylj`9cX;=^PPu#8FB;x- z(@kIV+Sgxo^>4rY)vq0L$fGHxjX~0|&pMX%QEFO(`&QoYTohQK4Km38Wp8RG+e9N0px}@{PU11n~<}>wXUPT81 zNX4?FWw)Javs-Vy%}H;1%T>R=_S2vF{KF4;#4?-!z%PDr(Xq$;+g=ae?PDMNNR}l| zU)Cg#wSswmdtPC?qHD%omkU^mqKBGmimuOUJDG-abSQaaN>DIpfv_2@CLLH zj0-P%@^QzQBFrWP2gwVc^kSco+zZoO;DE+xtfGcRN*k3+^z?|c0(_xUE-dk5WtTz` z7hw*leB{b7lVHJ9paag(PC&8LCqUT1PBNsDdp0x7FakP^wH}8l7#k|CsPYYkf~O`` zqhb3vA^`MGx3Om#rG_YqkA3EGFM9EdH{X1VWqjonZoc`Z&wl39pa1-4|MKTQcb5>V zw(nj{S{2`U%G*zQ$J@&1t*VWcL&Vwj^Z@Q_Ui$K3m{G~6v z_(jiOwvBq5Vk$e%`C|_~?AT+Ed)UJdz-5CR04Sxt^X;=g^r81(cF85}4U5()i3PyU zA^EONb#>nl=rqv#)TL$nYAwTSFK25B^BC-Hb`FL5VG|SGbzirNvqo4gfKEfDb$7LA zXtOJ80THcpUo&wU`w```mbHM;!f~b0TA-WLN+p<;f@@7JPvyLH z*>8sPT4^b*Q*lOikPfTMnTgBS3ea3O-O&%#5WVy6@epGerb>Cz2rMx2P_T$8 zIq@Y*80NkpP-u)fQ8p=*7Xz3DVyz(w%OVj=0EEm7rCCH6jEKl{-)dn!@R%(!%bCY{ zo(Z%V^THZBQT~ufgEF#6^6@yJi8r*q4I!1nCR8)96tf9zcfT#}zxlS?Y_)mHic}%d zBq*qe17!lxz~wLq2vU}-jD=DM<8{{GXuXXF!wuF`V;xa1B_2|ZR&TY{`kUT&v+cLp zdX75gs?W)A+mNQo=^y^!19#o!dCz&)udlv(c@1o_#eGkF!%0_NeNCk>TYg~8rqk;+ zoBU6W!OkXtE3^w2uD-hc>$3OTZo7qrg*CF~x_H}s)Qdj{yM}YV`|a1f`UJP+=9_PF z0$UAF{kNw-`6*9x$hp$3+N-z45a6n-uldxcKexsy-FQ4c{lg#JbC2Dg{j6iB(XPv| zEeBQYe6h&_b~x&_q#l@;XkkgzI<#6A+ACJup|d8y&MkJzyHst*Jj>ZzV=R>}x!oqt z@&>4)S{YQ_?I2sRVZnm6wh>OInypT#R*Ehag?1XEYMoRpmQ<~Es`Ny=>AayTK&<8O zbjwa#v`#ebW~{F8ulcBDvly*g*J+%=}!@jn^M7S!J~VgPU!=Gg2?|l%LjeDRqG5)Y+Yz&n{Zn z*!R&|opHuj_uF@`qmO$0g%@71yxutHjpZL_GTt0QO-1&sfppd)W@>h-%(00^Hyz5| z@B2r@2R-<~ed`_#MxgN!05OW=`);}AmiOJVf-Sb#vg&xjU`=OIZoc`ZH=g+VU3b~>4JW?t=IM{THvL?pFk0f2K0wZ{8bo4TFo;z3^rm$8sF;?Ms8G#F?YPu2BKn_V`mj(0h& z#)3<%zMU083&$OctwQ3oR}Erp=y0Yd;%cxO8>MNMbn2a?${|d3TB~#>l;)_O39H^Q zMJTCNote?Ejiup_+5{^*s=O7cx(zkHTi3y_J6P(WM1vU*m7psgNZk>KU|W=cvtD4Q z7q#FVJ81OFF{XwYHFgT2X?_jkY}gaj{6eDe92Osok zU)W5NfQcwYk`s-xbT7>cfTU?z=IC%YpdII;friPkqxAc^U}Ik|qLF)WD%!_Ig&)k$fxf=~%JDW{*Am4bbeb%Tj%@oH5k= zklu>T>&in_=ODajZ|o^WJ-aNX@3FsKV<(nvIjrt0D;9=qOX`iTUfH+ zLmxQ^j8L9}QQ&(TEfVW_))Z(6(jeqH4P%Tf_pP)8MnW>l*ilD39mR+wKmx6G=EcE5 zPdrKulFbIOF1_T~W1hbEo_l=uGoLPsyf@%^>luk|7TFbY>11mk zSL=9oNh*D~@-B5b^N=vxPM<|c#~ND3SU+~UQ)dQKUk~V1pXnVNT-EJ2dy35q*TTBc z^|B4Uwx8B!W7kX&Iv2gnK&K%$A?;GA`s>C~Ck=&`C>oDiuGVp{rS1?(88aO+t$^g{ zs-`eSXddtY08$_O0d#{YV2}7~p_R9_OM}`9r`M#ssE|p+FU|xoqgc*GD^G*dVA)Vb zqmQHHbR4S*ck^fpIx=Y;eQ7umhsRoRt{kS1NagzjZ$Vk6Mj@3j00rP7@myBt*lE)htAtjF1hL6r*%N zu+TOJ>GLR4fy6>t#uICbEU=t1uDJ!7>w;*_!rZfd76O+;Sg748I97{}i>!SJH1xMd za1`+S-(P>iD_*+Wt~;OhpQm;mbk$frqN>6k=ieG=4%4n#S3SbIu!ow1SEXH5^I!hb z7h3omZn)8L$31IC(DjVngrO|lWaCW^KDhluvX@_eX^rnVnz>LiNt}Kn;va9mrPe10Uqn}juyrU8)Z+0L}(@%clWBcsA$8pbm`o+Jvs3|=sov+H>gt0N+0kL~{ z-KEucwB4aq^|wlviBrAlGb*vnII3qjtqa#zK+P4Y{V&w`Zi!o3TS`;=70ZCSu=^%UZ7DVE9{}&S5i4Y*rKL=8 z>Z`@2bbTH|kQEt6ZB;<>yYEyazV_;ycHZuO6DnfO(uLNNU9~x04v5)71B(cDIw-6~ z>^*$7X1M(?e|g)u=M@2#RL(i)J2%|$`>nU$#(nzQ*PZxZ=bwAy{NJBLmr;Osz2~&%@l3)P{9`dk9E8oKq?KYj8O zAN%ZQKDqeU#m0Fq7i@WW0c&n*lJ3z2Y}5jT*)fW`yhXb{R0!P{Y|+6l8L-t?IJFpc z^ZLr(19+6k4IqKseElSqT&VQ8ugSB?{JuG(SN9vQ1^>NkNWhJEMp^3)92ds>@ zDx0+jh}ir>>HaP`&6YyLnXs|EtqMC*cTaLw4OPwA(h52wu1%!DpL1$vt`|W^+a+(< zd5WznwmJ+`%MGEvbn1u>XOv=E_^5%-6a1(~EzS7CuTKo-L>y zvZByF;V8yl5C}uiT8cKYhEpC2kk$lD>Mxx4{i6R6!5ef_l{qi~Iqs_#v+FuxD zkqxvlKp7S!A~BjJi8*C-XqaF=B7s!-z?t>`{Kr3SaNkWdu)>(@Z~J4AWAwXDdHd-f{e)X(Fc^IPi(h^G;fLON=N%n-HI?br$!~qfqaXd)7Sf;p zeA~CbefI3UTJ>F3v%%HteXZ8UVHE3AbJhaF8%})vgZJEPk3Amb){5i!12bT-JNFC~a6DauVE@o^#OqM*oJZ`}!jyEC zcVT%x&{lD#EiQ)#*SB?lLSXh)@z&wE>3-W`)cs{A*Xcl8vW@UuVmP?ydZqTip0-<} zX_a@{a?qSy&_ye2xg^^uMysLbWf{+#47JjvSu69&I-Tepn2nn%S?FLmU-|Erx58t| zlkLg5%0#>C1e}Od;o{U1u+dC4T52NG8Vomqt00Gcss0e}Ub9fM-zf(yR?@B<&gbuba;CqF)y#6cjr<|(5L z1ZvG>fIQ1M^-PWi6p0Kq15aD6mn0clYK+V|E6(`Nx1R9mCsV4qpPqTF*fzI4V{zuaRCHMQRHf(;XQ60(*TzPFV&`3UdF$KX`H~mCu&meU z-c&Dp?bZG5^))~<_wQ1jB`&r~xo0lYmcK|+>a5peLsN~7H~_OTi`F4gCDj$qwCU34 zR^F~cF6-J>GqzzvJtLrouAi=m&4~q0FFLAdW0k(sMQDyoC#?4P`x!wjBd{}-b8|p< z7&T*0>ABl4%mKjkl?0~)EuYZfqou}H)SU);oW3bLn@`W;Pnn98Y*f>wic;BZtwlsP zfq}{->{rXHbmG4z}*GFL`Ri|H$bQ_|abrVahl6S|CVW*lKsb~E}LU8s1 zB>|Xw4A5a4jcMmvP~}>c2mmBgLFj?W1>ryX@dc^O36Zh!(y>+m7A%Jis+fi#<<*nd=T_fql z&FRA9Ow?s+VN3IH^zVkzUUr-&dw4AAb$BnU^wI2?vU@+vfL`|E7yRJIKWqJ3&^Fs_ zd+zx^IPctZ&ivX}F8;+uciwr&w2dGLAGGJ5M;!5lqo4HTFzk7w|C`_V#^*lw`I>&) z&U;3ju~zHm5?Gr{xZ#EypZDD7eC4ZWw4Ofu+0Xg$kA8f{8SQdAb7$bJyEK+U8u?;l z<}zDLGXT)=hPF&oVK!m02z9WVc^m8KsP^=(2&OGptTaQzY?aBD0jyqt6` zbZufv&&)W-?s7!!AS|Uz#oGvW1msw|Cz*fvnwU4C1R;@#9 zO0{OmG-4#wLD7}J(>rhsyG}#8A=zEE@0TvnZ%QaLVbR&%yt zXuAji7LZ{56L-BX)RD$?s8(s=F^_+8GSMtF-~P%OX*diiW3)?w8jLlMa;d_M z5-yUQ@eS5pSB&*~qhOr<)yQnZ2{T@*^=RF7VjAW^7S-+E*p3M+s2&Q!*B=r{1<|BH<6B%JmKQ?}0!#r)KKZ~SeM>wK4QGcw@km1=h%|{OuQ~1H2`{W6V2Tq@ zI!WkEXF?IXFdA8E#5kflTxVgOf+T=hmQEhB#{(wB5(UDy+dp8(LMY^n4`#o3-rB8g z?{Kyw3|2d}SPdqZMu*yLxK(SB)n00YTuG4Bg}sL0FzEm^n#T&UB;QZ0MF?6QM@0O? zA8vf{3!mG4vw~83=wXlh^k=_#^>45L{U2_<{L0_{_IEelaMP_{|HikEIrg~TXm`;? zKY!M@bD4$(5XsQi096Lu`ELUBmh(pGI9nV{mh z;t=XUP;ymE3d#`GEv)F&re+)bJ2e^?j&)5l>SjkBf~Am6CGeSPO-Z0*)_oV{fQ4C} z)cD)_08ams#s>%h0VEcP1!66+fYwegh_z@fTEOWASTq)mnSQ_+Fb1^-tw8J9M=9r{ zt&~P7E2WXjN@bW6k2NhFbH5BZv;FY4buX7y#Bzmg+anq zw8>~Al_`%ZnPr6g!b;-DoQYhTkdWx{haAa35o-lexDxsI}r*mQn zmc#(SIcz*@eR^@;x!?WwSG_`OJ%Ko2;|$y7PDjfbV_pdxsr%Sej+7PjdZf zV5U;gq}e9v$D>-J!7Mz+fL*~Z5$nPOY$J}tvt zv&ap(Zm6t+Q0425DP5ow9-W&iDuHzyv}ItbeA=v_8*$yhQ%b7#(Peb0%S-vYjX{f> ziicK1O)WQ2JK`!!X6Zzu%dLJng%uHiZtyl$KO7$FP+RGw9phVeWWkkFS!A2fn!&pr z%Us&s50n+5+3l{7!R6e=h4MML&uYuCrFoQLv~B!7nQ_^--m$s-cwG*v`S@%GThAR} zdj1s}C2pW~rtH;+)F0a^M4ZN200g9E^u<{@fUpXOiDY!5hKC(;s7L~afM`9>0QY^H z8y^*;%zEBB3qXCQ= zm`|0beXEe8g{v>a@}xevb9#>1R&u-sP?JVG_-N!C!Bv(m6al~otLiyif| zHceZuC-nZ-$#PayM!H#`T0?|bBcL;Oq0OfoyuS3s&pq>)r}iCGSu;o}PdxEIjyU4* z$$0E|gT|V~a!`kd%B?{|N~NDD3h|VuJf-{M#{(buz;~Z|s;#Tomb;jH>$)i?KG#mN zs@3v!ZAV?xFC9&v4|M)Ib(|>Bj@e~lBQRUr=s_7PXYLMM_KYbB&-wxurubm3wWb+9 zjME=m&M$jDl~hWa4ZdBRN}sJD*>Ul1ymk=V2}#`-hn|6Uy;(}ptp=_hn;i8A#b#T! zmv>vIJ)I!bKn3@*G7!^>s}`zNfp)C3jws6~rj(z{Mu(-!s9L?NO{*d6S|8BSL3N3LNC0voVw3;_ z4~dPULVKF#0#lNM$%=w=5lG>Ck%CY|LMRC9YcC^`Q4vi*qa6&!sY=E?w*~QhNO?*Z z{n!E#EaH(r)C7oygi&Pv63>M|K?~{+c;tJr4QxDNJW_#Vx+u6RbQpMSWLTCe8>G50 zq2)kmPE{%oHA7k`w3sk{G!?|<(R z58dYrpZm0uvX`@7IRE_f9{SMzPCfNhV{~bH2w0o_8llQYtDE|w8ct>Gzu|@(p7*@x zb%{Lx`OiP0)Hd7-*|8eO)LJ^M!(oM2sbof|)}upj$_{p8 zmGjgUUDY8sIJ$CZDxr?UFpHwrCD71KRX$HD4TJ0quGtb!bz80)**Slk3Yb;t6qk3k z8?2*am?)~#JdK&mF(6tXCoG}H___d#f@og_%x4qoc^*<0XM|{}Sh7Th7?{9tG*+b? zn9uBJG9W~Txqy&U-)Bl&DhVLc(WJ<;9CHg3ffGU{gFqQBQeSdImN@&)IbY0-D8^P8 zt_{mUedFx2xE;Lllv811O{&mP?nOLMZ+r7AP>ZF%{E#vF-dGkHu#^P!Zv37`c``fske(t>M&e#6?EBD^(fv3FvEmvG|*)ofq zH{5W;CqD7!+ zW7}-Ity{0-z8kL1w#rKu8!b1vbE~*R8fHgITu13RvG&Myy>6Gqnlqp|1~vqvXqQNI$?4wbIo*4iJJU1 zNtK`8wd93Ls!2pct*wW!bZe2Z$fg`4?tveQVq&ZwnoxKwM~uDkV-J43Ps52!&p-QI z9OOlY3<9a?+urc+a=?8BuYdDNOoqzOm1VKC{(9?k6kL1b#XbhK_SGQciegVop=1| z%3s}d(@kYPVxihbsrhR|Y4;`f*tYW;VHPv7R9mC>rQMfk?PltpxudzCrxl2x_vyUC zuJBtIP%ZS9UZi7zPK8$e#?KL9LzpG8j%~J{wl3TP?4z)ZFec4G^ zZV+jYOLYGA^W0hgsCqs13GK=qIW*X9KJB;z>%K-^+u=MlJCvOBu`d0xaGB811FmA` zX}!ZruTeK#TCY{D2wIM-*(_FqYG}7?$2l+E+w^=+ib6c;8Aq`R=9HX!?pHm)ETw7? z43)^aC=#*|491CM3(TLG#3~w#4Hh=w+E+^cIZH`FJYQre2B{uww5iEt!Pwo4V+0Cf z9FL4Lezg95Xqqw4PVO3GflI?6ObYa2p4fn&M2 z@rLWnnO8IpozEnWjknEK7B8ymPAQg3=m|VM#y0z}<#N`-m}ViQeR!n~8fAd5Z?O^H zZHZhDxmgI(+7v)rP3K9USuAI^eKEPy*1YHQ+>PxZtcmkVdfm~AGapeW^tPkbIR@J| z^jrF?-cqow8G{Q&AtFvp6iJg0EXs^Bv;}abG%$~W5<0P#2LoTrLJ8(kBfw%LK18EUnrU$SIv`5T*E4&3&qqrh4_*AdtT zDwGk_Rvh+$b;eO+&{UaqtEGD})b%pZcA?H>wCgXR_uH{r`L;_G=ihdja0_hHW4YgN z)@zE(h3J;ow4HKj$p9RFd$?|R%~@2lZ7LQWB>?NXYSJ16%m1<;%rw!+hlOgHs$VNSLPl`N_s-YvtevwKtW*&Il9Nh^mb{er`5 z?OgC>s*TzJ8Si%fe!iIyN)#@N75B@=2GqA^s)K$S86+ursT%c$?G z=b!MpVJ>9uQ_g^n4|&{SCW3gWAd&SwWz7(WK>$3;jp59!#{%OEB8Wa#jLi}r z@O6h9WLyRk1c+C?_}^8KX{`n2uY1MwJXyrVTjFx(J$F}v>1>=E*khO70-kt;;Y6SG z#k%$%fqTBF7I?L04~y%_z_I-KxF8Ce50-dwQj2 zthue&KrC-N04_CzYH78mQs0){bgN?H5ljUKIJGKUTdl3eMM2#RlT;48%qw!stRVTA8S=jO zp30a{OpxdNWAFH&09`<$zZ`G~Gij1T9{n^e8J_?lglw?ceU$Gn&`lP&U!;>r%K|AI zh>iFr+NT?>d!Lk|9md)VEz6`LgVB102d{j^D+QqgRP-=e4@6-nuyUB#h4Kzz|8g>ZI-jSb~WHoZC zzh&6#^$D(}BO*B8D_ajRbWi{q8+-L2Y?DW~`A+Gw{;B6-kALZq1b4VCNB$oGt@av; z7}g~%e{VZg0A|T~BV;&HY9?^3oz1kNYPTE9KvB<$~7rQS$ z&BM3ObfOok{Gq-niB>h2(>OM+oV27qIa7uLt z9@Hl=OXYX_)he1!kXpohC_7TH9me`)=S(B&xZg6E+288ZZnuZtTs3dA?G{{y2Osi~ zk%9qBM?%Vifwd2N_`Zy&!w%g)MpRa#VvsKyAdlGZ!4NT)PXtpW_lzneW1*%pr;3pe zz2{wkTF2Ul92gp|KJdA$h1OGQK(nae!ho=LkXaQ6L6S~{Cw0Lr z^#*y7N2v1vX2GH|nQmf>m8#0XR@=KX#dF6nR;F5ofi~T#hsXL38aCr-7pu*`>6aLk z{LI*H4yhK9j*V6=A)u|BLWdLQ+sd8p)yHjSRi|U!Nj)2#bk`iF&DgRF)&I2|%Um0q z1Ek}kZ5{J)u6=g~Q!^1=n~3C)SP{b7`RjiK)X8k^rvduJ)sz2raY|G-eXiTG?Tg-9 zDD^w#!#ZDb*=()JM}LykFX66E9aP&Jm#~TKRB1Wwx(m}{=ha!;{SA+P_UbMCX5P^p zy;C1EtI<$Eo7Gl*J7cSz4mP^gWT*LbUN@RUxSt0%XK*80?P=QP0n6P2KzlapUfb49 z&l*w(W6cetWJXD43YHCVAfz1molBMT)_0090 z&GEe^u+8w_kMlP~xVc{Y9|YB$tWnq%#e5mLuBJAEm9^^=XeHX&u1PsW&9@3O0}Aljb%mba;4 z^hTN}P_kQfp!MLYu>Oqhjq& zsx7v%|IUwM&Ff2x8TZ1mX*=u1G_&hTWm=}#3d-F9~5_&;=b;dKg-F|kG}syVGA95f@=gnG06{qcmZ1? z|8v2Q#$g~ZCVWsZq5&?t=mM#^j^cfX|@aoGoC5&?o>dH&5A`_2kL3HuP|9F!Y zK?0gH?nu_QG~bxiL6!DbaSaSCsDv&syppDvqUX$pJ0n_BkPI+pYxYK(m-#VT3ZOU7x)%u)6i`kx|p0@e7#OXKY zwTvX);ONTB9se$xol~*v(RyRyJ&1N|sItsCm$hzTc~Wz7=6-69)tA1y@#=GBDNx6v z*bDocp-?MG3b9jk80xMzC&O>(Z*tsN%-fp|l)C(4YxW z{pLeiqZ(Rne073Bw{KvVvz3zJ=KJYg11?*vIIhP>eGaH>%Qnpu%iCH*?x1SjHac9B zZc5fQtXdql)r7-Cp#+9L`tc8c^5a4>P8k-HpZ@gX!ssmY3#xzeUq1?XV(Fv^yi30K z;}mfSXstFzjXXgqBT+aBlvmi{kmV+N`Ac46Sk9~&5&fzcJtwj{NO#RHJo)?lyJ{hn<2HJYmCW&uR#U@n#lE}eszRCJ?H9n1Wb062!8h4EX>zY+! z3$t5iGou5K8IU*Qb!`07GSB z^^cd%Sm;IqTdgd)TM>2L`cc#9!MSueEDP?b>+g!mR(VnLcURnmw^4FWUtszF8d|dp zm>W=QTW@P(&Es(n>fHSvsD=rG<3FoC2n*Bo`=;)fhZdS^B5p~S=hhG?IhlWkdAY_L zyL#wwVBMEYusxPqrrgLw*VOim+Y+-;-Tj$(s2G}-U?YAvSG~Jx?PUSyVJz1lA>}X( za+z~Igh(jCi7vDk5IXivR9NW|kVGr#1zaeC6hf&qa?oRIqui*0&p;F@5~P|20Z$9T zjP-SFM_G{)i_(CnBF$4x&;(?#R3L>V_NYfbQeY0+`{6|w@^O~N#Ge>VAl@hrlRPt_ zF;XY_fOttkDeBj~=j13G=Mg>W#CKtYN-MA?w!k*ua9!YeQY`AkXp2G`Hl#Yg&o)~D z78bTrx7}<|DJ3Zd(B)o3-)L}R%uIq!CAj}vg0n+z=*$JD|2u&RYneM|P?pzT>%Km7 zS54ZRRt5D4nKoMQO4L?0{a5$gHO*c@08|0omiruyWzUj>HXW?mb(^S7(#|NAmu*XR z_7I%}ZLSk+Z6e$g=!R4*OPZ6{8o8B>ws~s)gxnfN>pf!ie<94*jtk9b8D2o?ObC|p|jCmjoelq)oHPtkvUJCC{m{6E@Hz+ zxsjkrWm+<8)b<6f3b(T>Sq^NsSx1Amx3P-aysq`!R-KsX%67b&?Tp|CY`F0@5if`d zuKvSsD6@=G;uX0aMbW}YX5JuJT)bNrgcg_&Q7QS36W_|B)Fkx8lTK!Xj4WyzM^NxB zx7dKjgyj5Jw_NWLyJW%TFaA4M`7ltDa{@9SWIh4!fPD@Gh(-z} zx1$X<9!xa#=_oD;9a+N0g<&Ci+go143rpfCu+dvy^X~yszQ~F^TxY#ukbAjF0*`Iz zM*{>5EC!2PZL-OLFdvAu`Q{tnhh#R=0W(w8mz!Pnj@wK&q~3u8cl)bCpUSVsfLR19 zOJ-N3u3DDO+HFaGs+Hb%1Duxz0Llhu>{s?&ZRySK8g&5?kd&`HK*i{+>DC4xl;Nyu zqqLXmor&sOrlBHH+SP19q1{1jj@VgY^~IWXO3~{^8cA;F(zXWzIvK&*LCd8eG)|;j z=eET_hvAwl+w>^d?Bl#B*o9VP{ofYtR@TeeB3I+BhRVtIta2~YTCIRtUE8Hl;-J&2 zEw`o|J}Oo^EZ7E@6|IJ+b(?G6*!rN1YiMPP*Imx7#9*6!gt9^%MN3HnRNwJjqEyv- z8*lat>Mu&IMbR3A*1crsvRKCfWA=VKZwNLp zg-nRve&fxowmi$njPL&NN6<)kVi+*F|3e=G7BlYWSwz@ikRe3Ajes8bsD~C_y8e3W zp=Yzmv)V2dIwHmT@rG6xuY1$KPmE_}qLfHQ8UcUHE8i#~SbrT~Gh#r7B9fSA7&U6XUdU>V(}v5FufAb}bIz&-sj zyM!uy0aPf}eq1x8)g`3y2Hq^PH3Ct)R@DKhYD}+59jY!b$Fq2H*!62Q*ie;HWY9?ZjcO{W$e*0t8ukSpJY>6N3nmqIHF*oMlWZREDz zo|wiaH>2rhI?$-x;fBuC4TxwkVeCNOgKu3a^$#lZY*+L{*>LG0V;dGBzGH z=8bM$XXqld^iiz{RlliQe+5-FT>EuYl5hyR;kg^?8rD)yH#)>I%!@_TmU?X4Z8io5 z8*jc~7)BVO)sgkX#1Ge52M7436W^`$m?R6nKZz9#je6S~UuBHkXw&VI911T}Jg~;M z5N^KHh9TI;9JK$?aw*uvE}|h!O&Q*-ytl7@txRh80^5YYBHVMoHVv~reRG(CD7stwobTOQ_YLd`98lC%z6PH-x% zuMSLAV(5%1$5%Hee|4HzvfJdV>~GntHrv=>1FHFHHCAjrENtUwz;b)4jpml~GX1bZ zhutFA8++W_x~I*g9LnLiQvTM&%-=$1KCC>duDt!G*X%Y|`}g|Ao3-d&ODIl;;%4{D z%@i#_{k>ZC$@XR~?CpemVr5#;8IpA{tcKCN)r&^p?6Bw_hpAjen_9cy&6B0pA>9)& znk-duu`H=iA-D~qQ-ZDIH?uYxr;zG#+d2evkD#4rxb5^)Hl7Z>&<_hpRZf|f)MPpJ zX=Y3WB+sahJ)H=nY;1L={ESIM2MNhF;|Y3N##~CKS*(yzuz~a!3Xu+Ej5HBe2LV9r zFD&^MB?xO5IG1Tb{4C`hbcSP~*5=AuTRGw+CbYw z^!bb~xDL#AuB)0=Z_z2NkndTbt?D`s_#Xkwd7gXZmF9)IE3>^;H&COloM@_FVMquHl91!>zN% zvCLCSt}Or%%Tt+=T&ci|C_5XY3ES34NKue_$RtF-9 zjYmA;@yyx)i*XwG!-N!p^+RFDMq`4C3StMu%P~XkjX1G!D3tL%918De7yg(^xFfqG zjkwmi87$;1p(A?BI8{Qw_01=be54?R%{)xG#FI~bmjGD0L!kujhvU;7a?poD!-H(#v>i;SnI&<18yaCu&plumk zO%tk)l>Ka&J{W}ZIP(vVV`#RUJ`G8;`e5vU<|8OqQJR@K*v~N23bvDV77g{EN{>vR)Dw7DQZSj}eJSA-eeguEI z=4zc;6nTKj4L9E~2}Vi)D_E^CbT+b@Q=B^500IE1A34Fp4Rn>jUCeq-uo#tlQvm3e71b5JE_eKAla@W|}3Y6Qmn4zHY#lR$PWP#I^-?Y!TY& zSy|hyh^-p!noi^U z);i(Pjd?xox(zhQ+NOxBT*zAYCA2C6)pH$pBG!yX-FADS!)@bKO>bYEj^Hc<1O$X~ zVmFIy({DPjUT7*8IT1>>SD4OD3E1)i0i1XL%V#xkqKTIaEdG4cT}%RuX{d`o=i`7G z1PZ3e?^;aqP=JttZ+_=n5|OF`Q$k+u2cm(~R&`BtL6)2GwJc{gCc^HDRIYrH_mlu4bCVDWS1sSu&F!uxnDpALTYEh(m z>-%oh*tK)tl(UtE)meX)*<)+ntbVlx9b({2vazyn*UlU1nC<49&D;{Pd>O6gtqG-v zaK6_U8i>u&(}v#hSC`o7Pybj80LGX+mw8d-xil6GG^UI7i+J5Mw&JX{l#f;3+q!dE zpPLWQ%p2WWYZ@W8DHv>ATIZl?eO+d#Ylt)@hK25{8m<85ufMib@vjuw*4+JmaE3*@ ze4eK2(ScB|ecdxrR0&%3+g0@dUjfC6N5>4hgQ~@MWs2@BXt}VTfT-^1+uD3 zZ3bG2VH3@^uIf}{xvd+lcy(j!@_;?pRnOZgO=$`hBR#o9DY-_#E@N;Vj2p>Q#}znD zR#s5iXT_Ksm6r>g{{UFKrfNye)5!9gvQCyi|8=^RumMwppN@^%z%8x~O=oPk)3p|s zo2&J9v1Ozyi*{u_=QX=V{BaDl%l7iEtSH(w9c3krR&v%&C0hwBP7@gC75Hj|yWbdt zRZrV_iE9by{9V3ZwstAA^M2Wn}_jI zuGh)_xTJ{9hm0*DM8u-Qe{Vd|aNbmFTeFP7+Dl#$xfNDz)8tZ`o z<#HlIBR#8jz^eDqoP|cHHqPo5&BlLNKboQ;B4D|u=`3YJW4EkaE1jMku}+m%z1c`J8P0-H#jIE+tb+ofOPu|tqvgvT+y1vIiA|Mdl zVV50bK}E#DKAg;m`;uv8hC zb=sOu#OlxmPF**6){%3{I3mn;09$)(QlUJ-U z!9ASrMkD9YraNF8ez@KxYWK0?(4X_V7QjbqQUs=@mLxDNAzoN$$yLITQ)2}RZ@hp2KDKBbzhTF1`*OVbEW}j*0{~2!>?*FF^vuFio%%G^7#;dpaaJXX);SjC1fS{| z5^!v!xm!6yoPDzzOi>*Jw1|x{?97tNA?uo}Eu&t~gl8rP=s+1^r$pPiT-EAIpi;k^ z1-kU>lIB99`?^;5sY|oF2r>YuuVEh2%J=3lPuF>jhuH@@6|x!%OnJp?t zHBuTvAv|i7m1GnLL}{XO)PCfH1w#VKgt6X)4)QwJ)o*Y(R55r}n9)=bOm zpWbVHmmL98vRrP$&2Z4xKNQ<^Cgt}o)!l1`gr4=mhQXI-v}V5xSns=40k}R{Q1Uj- z0=g$%s*6rET+<-#ct`7Y(TOYW{Gv*I(A|@RW}q&|ZC$rKl0K88)8z`Y7R8iCpJ%V2 zo+_73S6y&CL&|?9uO$)%!xte;g#v36^B1ZEH#am;HKTMrEjQsp9SaUpukEl zh^P=ZzQ%?W~%~|Gc)$I|T%WCt}h84w6x3%fWtE6cincA6o+u7)x zey}{BQp&Ai_D&Fi@~M!ROJ=NPSx49b*-(UFk{VWutF%Q zHnie)r>&44u{Lqr1kfpTmENWB4*}PYxGOdlALSZY>5Z}UP1Qc%49Y1>+uG3i&+~mV z9Q@Cv7puUCA@lr{ds2(hMc4i+Qj=SjmNYlk6CBf#$3We{4~;G#D^OFXv9#Gl&8b-vyOR*M>3Mi z4}awgOhhEG)Iw$?Q34d_1Fy)4<~mXns;Hs(pq+P9F{Bgt?XRxMeH>)kkW7#;UN7Lp z(wyF@?hMC+@j%6l9d91w5>LOEZR)Oc-mel~N^Xp5;PF z4YO1W>u_xwQmWmJL$}=FY8Y)TvU)U@6TUg)tikF$x7K{#nw(*`o;&F0!CVcm5awFY zTGm=CI{!H2zKRXW{%xe1I&6>3?((r?(Dle&1Jqw?T$MD(QBRe+yk4ZX-P?K;V?RQ@ z(%qQGI{3>rzBbTE;5)ail8y&#G~HbjXb^DqkJWs@QHL$BD`IP4eBK}}hje2rr*tZ1 zy4=X%5kM$4#Beh51}Om3JMFrQHb^bK;@Y3-#WY0ao zEu>yr%Y=lg%Rp4~czUG}B)Z>78IduMOWO-?H`!znJqFalZ-N)0H{ zKIYPoArl@^1!dX-7#@*ADPsrd7hZ-1(kRO4VqhrIn1B~>qB8)k7!c#BfCfvXuwy;o ze#RB0fytMY@<`whn9MT+lB)$_tzptCw%c}lWq#pP`>QK1lK`4Bf>sp%eFnbRBBH6d zJyVz!d6=pq0x(-|w2S4Ff#%oz>3U583ttk2#nQnC9;8xEefiy=|1eJ(C#W*c26Pav zBR8^uzWhr{21?pMg9eyw;B`b&uBzcoA23sayDK&eRkLYI8KSTu(prg?0%j_O#&6TP zFneWSx+GY&R!7-cb4{}@$EUmPh-Fi=z|jhV?JdOFziQ}0)psZd^z1Ndz0fe5Sa#l$ zna1|ieM zrRLFGrrj>Wyt>Qd_m@n~rz5Z~4nSY9?TziunCoG(8Fu<<&Z~QmpegXS{F?W@*;Na3 zuGL@@1N+Ijgj>HH=OXpd?`(2nS8~>6um2cmqgETC^A&#R{8#F%9O!ilUP`b02F*%J z78~-a7HgeNY**VeU+2=VD%9O<>Z<0qB3Tx_=d|}(5(~BT@2`6;W0G1QWQLaRvg6(& z1iw&MU-fguQNa^PY|7a&&;2(oMc@Y?`Q)bw)dR~d6zIXGTRk8b=~f=U?swN|&m>+c+9%qP}xJmjE*Q;Rr&Li>;1@8PHgA%?Q?2E!r71&q@m z<#Di%SW+m7&Agca5X!(d6G-)v0jYn@4srI|K(p)WjRS&Y`fdQJ-vq$fq5kU9Ir!fx zb6*9hcKpik3Iph^J=1s@(#ogRxd-@vwEcO!ea%%D2(PuOY7gg}d+(ExFoj9xNMcAr zh*3fqLLvkL2-*<=X%!I%-naGrXutZg2R|yPFNmUT(>4eQ$~*)jBw-9=n2}l283>u4 zJh}G_d#bAS{!z77)jsF`o&?)Id2)Z}>|MKtHGNmDT2-4!h9%OH;jFH#`jJnsUeyNj zZ~0OVm(vJaCz%&3=eAJ-nQP&^3}AxT<5bIRDM;^^e(Pexj~mzaNSBh zQf;o{_o_Ue_w#IYXTy9Do8BG5KA8LXC{#Ub9oF9;rEhT2?!A3@P@VALE0++<8UHRG zdl!BlpW{fXh|3*a0R>P1)8%K*cvN4x=RW{h`_yI8>_p4DXuf~%;_CS|{lwK*0I-Is z#SPv3(=Y#uum|!JGko+jpWQ;ZI$(hK!5{JLLpNSgPrdn~KmU0V;d!Y3=X7j1f zdhQX79X8_$-PSF3^PEq7;XIm~$GpctVd19lUE5&G!{)timPl8Rxn7G#tw{NbQcz^) zOxuP3;!Ui*rDEj~wT8rdUj0trDklVMT}Yf>FHxii5bDdg7SJkGkzJzt()ouumeuOg zr&=rP>1(}A57n%&wpO`d-G{3EtZ6kJSDn9C3m>qOu~Iu&5vr)B_Tfz5|G=M1v+@Tm z@CR*3Mead0zxyp>#e+XkKhMnKxfXy_Dus(#lj|sD&ei8W_*u0ib?bk4!OOE=tVRF+ zl33LP@3u7P;({iQonb}|TD8z=F@0)1KIu7^Xd~a(tNOvqTYT@&b)DxW@09~C|JI~t zxx~Dx>fY}v0G9<;0Cv%5ksT4N@4-uwNQ-SOb5 zJ0i|4_VLM2cr2rP_D4RQ7%^~w-kZ~Lxc!KadMa$g<3H%bEqUKMY`eH$B70bjcMO)} z!4Y||y9fsu+f#E(?)@W%)?QgS9``eu4mZJDe==>~4-+*p(mVv(ER&7I*A6E%I3WjT zyW2x(o!iWCgb6wZ&^(VicE|d1iz?t**?&3DZzX!1Cs;*&*8*8#o>X2l8qek~sbK2i z8aA1MpjrY<)iI1zn|a%yfw=^Spj6H6YleomUf~ zMbD!x08mzy@x0!GYPgD9R)~Coh?rShjO3-2_yd3bpiuE&@yKQQ`vKy5}Mb*#YXr?^OZmOs!lOHOgKlhO_AE>ia!!D&aH7 z^+Al_{Pcs|r_!Ig1BC@xHO2L@jP<{`en?CZ0H7b5vBm9nw1YXZrzOUS9+o(7S~JpY zV#~wW`WYChp(6xX9PM};ric*6&cyjRZ@PXNm(hcTlQU)s%?xpxT^AQ{JhACJqJ6`7 zNBxs$>#euocx>&}*q?&k+u`vi;vQz#;@z;o;IJp=tI!v z1|~U?Rur+)%KSy11H%x`c#EZQ{g3SUtCPo2I#%QnH0Xp_236RL+1wPM#$s{OP@s;f zYp)XCljK-R-VGweD5FY?44GgINSdG`NQ@|ZW2+5HslD~eP%g0Qd(|EBL(Viy&B-di zV0E+L?S|bv?M9e5AkSfI=w$lM2?CS9 zCOhvpo4s#`c|x$nO+YkprkUV6v>Owxxf<_a=qK0j>@=PFW4mo;bK17;Fb&amrrFQj zAvP0Fn>frwz25~(_6@Jac^f=N zXxlz)ruNrg`(Jj(zvc&j6b9&HjL}>6c4%Mqqd$Dtjkj-lr!g2BJMM|ME!)lEEpIe9 zzvFEW1Awg2fv(9xve5d@9mMnspNqvaS?pTjWm@RU3uv+mr#I7;h@#bb{fx>o2SUB* zQ3XY1@vf|)A*5%iV4#lRd||HuuwY{~x_psj$VBDvvGh<{r6fXq(_Wg*s*vTOHuC8c+ley>YIwI2(n6VRUy|BysD@&;rR|%jh%I=9(!FApIOc7+r8}2 zuU!8qicxx9I(c#TT}Z>3KO+5>>FgQ{6TImomkLqUS#F+*&e_*;x4wN}(K6sm4^uEC zFQ=@X2emMjcXFN)SJ%9H3J@w;(SOs#LMa35FEWbEycNiumA+K=Ga0$)XV=lr^k~e% zv|skO{}vqVul?GuFLXS@b`IC$iyS$>(_3k$(eoI4_opxbpQ6BeGAe2 ztH1lkJ9`rw3wAorjlBx5fAeqHrTML2{WW7YI|>;0&P}}azx10wM||~`H~%gj7|dPc zhwIn;#;foAVb|Dp*T3y<-t1z(!IQ`1JC}ySH0{QQ-uPdB87*xZoap-XuX`O#Lj+?C z{mjq*#37QK+z`4S{DmLH4jOD0j<>%zhQVyQ-i^!Q^{;cA=74cdaXcY+a{IFGR*Ua& zb{4ZjNS(b=UCGm_k_=K3L+Tt5qI3)<5K?N35>f(`)o`gB5vUyFx$d((plu{5lg3C> z4zxm0Wv=@Lh}9{ZB%LQJFfZLt`cW-!ic}T&ubuh}8&=AT`H?#fGEmD7SN&vWfMxN+Fx~A>PV{tCbta}JA=>IP5#DB$SMd)`` zrs{tAes=3oF2cLf%2{)uOnAT}+LOzA?yX$EB^s-#svT=SfAV~0R*mf5E0^85{QF<~ zIdAsf`r*M1)fek6*!Sq2lqsjt@_muNRjNJW`Zqj)N{`aL`^t!&0)VPNRh6LnekMSd zCIas(bJ@>T?Oaewr2(rIQ`SP&ND#7&L0tn&W?1(fzUO=H!eKCvzkS;qmZtHlmE} zv}W9gXq(o}y~ioGfx%!;oBbHOt+mTy|LhlkzG1t^(|`CE|MuiII|y{3edBN5=lV%^ zp)n8L9bN~53Q6o%(Fu#QsuQkQzd5tt(BcD zwy!Q)L17J4D?&aR@DmYhUUX#X(WCktRS(Z_X!T&$tBS>?2(K>Pv-khqdFh(IQ1Ct@ zERCPneDByE)IfDI#)Hh#y8@8=0YKco74vjB()eWqkA@I4QzP(wL!;^nTu`g(k(|JJ0sYmH?yPbT>k8KyKxc1~I_LKqj5BoIds=y|{(4t3 z18PiN*@}yH&SeqG;rQw2x%GT>aXfFVP^#FhWadhmkF=}1qHCjC(h=_Qh~JejL~QYT zSc2X4?ce>||Dz2&di-Dir~kz}AFYoVjx9fFvx$~Qe9RP%aER{uxW~2$%X@ynM|8^x z$o}q||8vCSW~SKLX`s*k>=#prOV@tycYGTh&CVt6~mFh{+JP#Gu&zz7 zrXQ@A=V>{dhW%lf=8%`^CHTp(${#6F&-x;q3!+ZQlnM8I(z^BKx$KED1js(8pB9|{eh!usiU$K&qY#LJnElBoLeeT@KFccq! zt6!^l>AI9|z$#%&j0`}oACyG*^eY#CS7v+NY$XLH zT~^2Ds{^t;Ff}I*d{Ad6CU;V%S z>R-Bf>|^_W7nmF4@4Veb2+Q>QkDPY>0yvKQUF;8A??&>?+(2&zhyCDZGK(b}m)-%+ z?Fq&&{L}v(HaE+7=-c*)+|QoK|C?|8wwuSg8F$_Bhz9(wdCTj5|0y5#WXQ&-Ff!Sy zEC-oi)e=*l^jwm5vs{lGGS-=nyVNmuNn|jA{uxPAfBJER)5m8n=mhl z5+RXcW&n;MreG<;8Pe2bUO5-V8HOJolkJ@p`|GfXay)xF? zT3=|`JyvrCevbyq=P0zM+-1e3H)j>+%MT_)ou_<>QulV|o(uKw`=BnjB+;qWh*mDx zIr5)*ycZoQ-Ug);dY)zY%PXhmTs}rYk&K{ z{OK3J&5FZfFX4n1vgJo(sJaKSleqrt&D8lp4SjH8b& znyU_u5Y348`ZUc~OS|`AeLHu^cIkW{=CNx}cYbHXh|t`bv71{%;jT4JSp2o?PaQVF z&C!p;%}o!(P1_%42nJ;DS|xU@I3&p$=k!jKhYJ}eDB<{Oc~|gq^^HNoqWU-@tPXDm z)Qa*0lvFo~OF59F97Bh+0;?QeRRy4GTq@+XwFZ$eiE!5VpGMBigcwsh>yW0F&B@J( zMJaTRA^NiPvo@`s!+HS^vF!K0k(~29YiXogtM`D2f-Ky$U0g zZr4<+zDS)Qg0dQTp?4J&m#&;!G>tJLf})+ccbRha7{zL85M7+1i*>&hu_~{jnr_tj z6PX+`nLc~0!t|oLLiW{Fj9XP9wJm7P$ho{w^Pw^l9!z&&Ni`JmB zy6_;pXtNH1+$`&qe<`JH7F8BWlMD{|fE zfYhIgYQFF1U`;$-$K8>eejCiVAfcJYJF<^y%uN2qwsXWdhZ(|^>FMfZBKcu}zJbBV zXqiq8w+?*VG&ci}+s?qgyK3Upv=Gd+L-Z!@A|9Jv8*XR2jT`7p>l&Ej9(u>4A2uBh zC+wHgp|LS|j1!TCh}X?@#D&=b^&W?K6OKdQ!6}S=!xS-uc5d9(n&otYe&39S7ZVyc zGd@1}aWLM2jbMgMeXQIeF8Ejbs2O}XYb@*0aHSNleys^!DiCGnO2Dcx!>#6m`t zt#D#FH2P3In(aa{i$(EOHP22BU-z4tzUKy84ej|{s0xmGM0{riBNBgq3L%SgdNnsyh(Z(o)GS zpYK4g`~#@FP|XThh`8!_As49W6%&Z78Z?|CA%tW&vnatmqfWh%#i~m4)<94*77BMN zc~z*@o|Qi2QDmq2EO=Xgn8od=L}n%30`wJ;>Uek^Dmi~rLzJb+>PLN2vp`hky{_x5 zUHb|eR~mBxjfIuWX~|HZKf|sh%&|E304s#c7Zk47k7uW>WDKB|&q1OK^6PY8oD~Si z)3RGU>|#8)#T}Lg`vIt<39Ui!i=}qt=%d}5qc?bmBY{Eh=5BFd?K02(z>&}lj^mN1 zhPy88;do_le4K~6$blEz_8zZq%xNDmUOnzTI$#=M+Qp3z%R850i35(* z@?za~iZs~?X>kh#-nIS^IzsLSw7d2;Oji*P-O>-{^wPiZ7kh#@%|zA??brPKuj#p+ z99_4M3xFL5+rt~)@W!Wp#QSB3qavrKMM6;yVPCPwoJ(dguVlN@j!Il>ERqt9)@XuIPDLE519}`4TW9+ zz#0(6LV?O^-2sO6=+45LMSt%3VL^sv7*cxs-5_ z$j_zit5;kq*3?ASZixBQUY!|nQH2N3Q`Tc$hXG-|uv*Aa{zV=7dbzGpY(>!(WUKkZ zRikHpUq$EE4XlPxIsi4nCBOJwK?`GQ$mI2-so)w`)hn$m$_nF)e}3+g~A2i#sY^YOTR`9Jx)Q`m)R|D?x1-T@y2Qe*JY zyp`X%jR(f|ec$uF?b3wJ7_!)t&44W1(-f9{K4O7rRDw%3e{kZf=*Q=?3c^e(_7cAi{~8tFQm&uNfmjTq5ic;rg*H9lCHmJ@WduJ@q5r zZ^d3jU^zOh5{)dFXHsy+Wzj!HwCr`<@4~Ir>U{05YQ3PNs+?*O6klzf&XmEpmZz2B zAH13b5{b39dB1=uEjzf{TdRQffxo&U`fw_kXz>5`T zcu>ZKG>&A9F=UL1G4_4ecMSm(z;rqx2TKBY+NH|RI9s&IAvk8p$W)uKIWOih}BE>FI@bUVdurgEeO_{klukTvKB`C%!2E z!0xO7>`^+o>Pq>Y>xT1d+KY1_g94N14;5$SBJ^6~WEW_hI|;Qmte&qBOGczWQiM$1 zRQWF9F9rsP5tup3_4GGJ7JU>?k{J)V-NoKwz=fBqU~jvC%Z}Q~&fLV704MgbWjv0- z5d^b=X4pY<@>7H@SRd!3>(In*1hUhy*>1*zb?sdQK(lQD_XvITcAgJ2?KCD&v2=Fx?IfmEb&qx z6Ka7!vkmv^WtB__XJAlePhyPmcpUEz$Ngc7oB$61a^6Z3*BaAST2-9cO0i`9Y6XyI zzUu?Rr@3W7BqSm-###dan@!iX4me_rejG7+i;<917N_!7L;vfUG#58wHK(~qqNt5Z z<+NycP|a;^-Y$Nx?N_2jUAP|Yx-E&GmHM<}MM9DrS4m9WR;oa!vvOH_C9Yd_cO_9J zT3*@}oAm(8kARV79$cta9d`$eh*753sn;lzfQ*p^%`O9~`mLfjt|aOKh;e46v54y# zM^>~?7n@6lS*K4BW?qebE&aJYhvR$J?(HaAAz6qtmj?3 z$TPkC$6w`cOt|w%1mZa>-T?q1Nt}0`Lvpq$B+1(9O|2|76rQ4HtVvzERGXid#an^M z+!)CB3JtMp7^KGtQV{^8)!vf+P>gd~ov1T5YbQ-{wT|dkvk#5N>Dp6)MP^7xoH3+* z5P$$Nt|+53#S&<(Tzdsa5%4ped*F0~vp>mz!~pqdG)gC>rRUfX6M&V|(b7z`iuhsn z8#R2XAIxYfos&cs^-&YVCz?koFTPGHkoHun7n;t&$xcDBSXGot2@g^~NO|o*p_b&= zR1_jiQpjp!G6+datEmd)qg9E-(NPpc5jTc9%$o7|d9PZ>(vB~j=N907n+d?C>;2|US;ol1Z~Q#wI@{ek(u!eKEPqYAm)g++ezNl$&C2Fi-NN3Ql{TaoiL~TK*JTkpr1xm2~QiC4~ z(KMCp42QJ;6$-9ru9>GL-Xnd*HL!`eWKl0k5}-q>hR6(sr%5uI)jO#WRf(gW(Yn1WRBBHoyUZkYfY^$07{r^WvAh(3{S6;k&-!`#A0$fSaNZ@nc``97YP( zyyg`@u^71Cbwe2DE4Z4x_f2SEvB!P}YjzPP&-m02e#Sz+H``ag<|mQEmD}Rt7dF4} ztFI;IXb(?+_S4O>Av4_U8gd7|VrNWz^)LLVc3%3f0g4~*6tu=<6wFGPk3`R>JXRdKN6jYA}rSp?Q^}mFO5h#BrRQ+W_$nXh_2xI^; znQ2IfBbA`KRY<7LN^%hh5s-5?au2gH)&H{RM5sRja$9nC9k0qG07t1L17b3cr5H%H z$Vh@`X}t23qNF^+(i0%ci@tS*%#6s=8Lpottjgze@)B1gKp9$YkpT0tc0jp%RiBev zgTgP_0*U~_Sw`SQAB21?AHk}A07mT$BqCsX3P}hh^dS-o0~1x02LNQ!?#Y94rT$)6 zquo{+OK-1Knaux@6sDDI1iU32OfVWKlo8Z7B?gGmeY zVk*X@+JQ_6CVQML2Po$MDhbTQAz;dnun?B>MPh>d-C!!lmY9GovL!IUj=&LEWQ**O zErG0DfH+LWxUzWOiF3*8ios6K%%|>?Km9X3wC;K{M0oxSKh8jFLVvTs^Pc@2nugos z)Q<6HkB6mqI2&?iGQnPtupj*NjF0{>3USkI%@{xW8PD2w1UL}3KlPhG)tR|BCu+xkNS942k-r zNFEk@A-1FLGN9~2BOP5H1jtW>YWUJmKoYtD=A%9l0Lu%fQm53*zwn@RunN582G)38 zz^@qBioA)8^3DgjqZHFxS*kLGCbN|df}!lLuc)mDZv#U*#k;r+c{Y%+N|7=RKhK%e zBng{IT1o%UDutOyVp~y~M(IhWZyucXkd*7C&y?*lR1c?l9sp)QRkTux)!~S2NDs9` zsWQ%%u}0kNcojb;cTt{OHL7Kbm}*ZcH;Yw^$~{zYg^W@vJuB@KW>vlvCr0G!R8$KT zN-K^hHld18;%-sBqC|;nfB>kIU3Ct`aD%{)^1aY4b)c#?O};Z4aRp2Hi`1VVk=Hnj z7llHW1gn)JlDMYmf&!Umpj&%*=|L)h#|5j503oGn!DMV>GH49eLMUZ0Rb|9+q85Fp3w<44`Q zlhf=)C$s#_)MAKWXX?WXU-D`5;q(cg^jr-6$Pg5BF?%(+* zc8Rbtc5K3qX~EF=L+AZ?MP}e=c2^VJ_14A3#)i6$+YbnFbXPFldBSc>(-9|QDe^W9 z%M~>PF5Q-RJRXqz?eS_8?*`tq%^koF(3!Sp8@(FTESxFIkxX7ik^CL289wG8m8N8^ z&>u42f$~8y7OPsTpNSco_#$)A@~pORbZu$1t10P!sWbDr?!ziufwDa-KwDxebsfpf zFr$bLK*75l!I5rC@-)bPr$j8xun@0n6$z1yjPeW) zUyOV!(`P0k3E>IAB-5A!kGjCMl1>RURn%0;0>~Q$39vfqCD&N?sw%aGK`I?cCE!uP zp3*#13nj*gdINRjLTg#|L`V_(^fZI42V@FT!6+yd0tn_Y%C0a(;x*%|^Nh6nf|3lf z#IPE3;%xbzZ9v(Rd$F7^0+2CJTH{LVS=vswR-#qLQY{H*phBfJ0H+$VUKHR>)T<0q z`nOsx1EMTf1PNO;ZbKS)m+qj9U80?pD4fNcM8TB~V$#Y6P?Q_$Drcit3b2eqPLr22 z(eggLG#XJ;E^8(wOroBY1a`TEL^b9{V}mZt-UsfR2u)99JRYtF^c%BqZ>|aNfTC+@ z;Lf&w><(^hA+)1G56Ax6EQiU_f&|$2%M91kDVorXaj|53v}14_Mz=W~$EyQVq`|U3 z8D!|fe%Uq?Om4e0(VnIduZ;J;aqU2ho!H*ZM`P@EY4-iVN4sfg7zUn0+aJS%bk}%- zZd~@e1!!^G-QrDW7W7xJ+0$&H@f1cLrtQuxiLcBNGwpQ2T{JYW@uQUqBA88s85QrtmsoauxD^@6w zmT*|W4@F0mnz(LY<)xK*U~O|*@!(9@N}FY+_L5<#(KCZAV;2;`i^r6`b&Xgt6bl*a zp%fjKVN`?Fi~#L(vM9x2DtU~$wTLmd(|P9a>3Q^w7be7(*7u zR8DKTlAR2~TJc38xS|$h_fZqw05K~4WpN#K(-G&z!PRPNwMiX$F{@c`*-Kbn}%SBAN}l)na9QT%Tqr5IUSxD;$SvS8-McWei6oT z+tPLakT(!Eh5|(nk39VLYry^7wwuAun`3`!*fu^KecStC=6=I zdet&xx7iG*yJvjV2NlUVlfFxxIv41&U#*gd>{zM5RlYr}%Von+Pu)~w6R(Q5TkN2k z#8qdolDX<`t!9s&{9MZ{T!?U*Y~@wrW%0MS``i6+8W#W(VUzfmz*}m*_+7dPm}h~k zoysk7-6PGYg1RS~A|XDB^cB$c^*wi8l0NEjNnguAivJ;ps9~*unOtY7-mE$-H6~p? zGjz37h@&IcLGfRSOQLoRn+{bu9TokVXJF9bKe80g8$jJUKJzx&4>^=sc+cU?@X4 z|D5>?E1s^usRyZ(<4pO&sgyQ!=7+5Zk)99(RpyQ52S8Tox*o=AZd$4-AFjUO%7U$i ziK2d7uBNs?Xa8#lM6^_0I7yX)$iNIs;3>ec#3gcw5II{f4RNseR6fSf_`J`*IUWzu zhHdl8|L|?t4b#k@^l_gs&aDB2ZD@}8ve&$dO*8@M=xjHSbK4m|TI1#uwHsXck3996 zwx5p+^?>6-zx7MM9Pwz(<`;hHXHQMz7Ibkxl6%I7J!P=m8^YJV_BV&%kdGhv)TeEh z?a~E*3T-eS{&64K4>8R4XMf{onq{+Whi(EwvQK&v!4Z#iTEfgr9BmW#CN>@#1IOX& z3WtO3+h!cdUGwqu?B_o(LNM6<$De%lHF+OlSx(Es3GfPzh}OkC?aM+@ti$?)<;j)a zX1|;6NNP;XYqk^@;%>PtT)eIX&*7LT!Y?q}*2}Tu(skM4-fa-5&up@w% zlEou0i@&`+yz}ljj2MJ+ADL=lCoNQKucEGtcD zeU%-p(5S#je(czxo zTwRrW5AMD?2WJ>ngDK-hBic6s`>MldZB-qpwdlgvy{x?6=5b!~fe$K`2^^+HoPNMU;+-Nap1% z84{cuDOuy$3)e0Oh7e&|;u3j@96|)dC`>G71Q8;8j-UT0KkK&JnGwGC2fnSDj)%}S zO=!*X{Ez!o7*4m={^%=zcw>kbI9yHF;D)hny&0OtHg-8Ij0?04LwxRseHcO)8Gi0R z|Kc<*SG3zZz$5(9Z~o%OqwR(deCpFNv>d>=fV*vb9OkWonM@CE>E_{e1>5lDnmu)0!HWo3EP4kPAGcums~QP;Yg>#Z}mOw-|TddDMoOUQH3qUQ`36g+QZ zB7cSV^84@Xaa2>hn zb(QywL@yP8r8IYsJeTpUE2|FcIyY!K3S9kD4^Sy409j_;>t5DB>Uw15wTfsmqj31hyON25uTYEmsTPl0!6rlQphs7UTKowjqLr*&Tem?tq6la_D#4Y4SAl z(2TBWVKR$9^$l|4keh}Fo_D^P;pA|~9s|xeG4#xSnj$sU2fFUNJ-VyW?{0R)-SU3n z?eBcY)oBPPw@_%|^m(8A=fPlT=wE;BH*Yo@IQhMcI~3&+ zB7l5MiD)3DTrXWKQt>6-r*h6$#MJ~&T(ByhpyjeRRmDF=B9d!{Imc`z`Z`DA>O06} z3DaiI5?;d6DyPX|*4s|X7Ad98ildi2fhyR@ z<^SiHC2b(U8Rby+zG$%|0?ZeaBR;Qf)w#=y55m7k!Lw9ybvEZ2PMm#mgh1@sxgk!@ zgK%VZRePq1RGA*d|I5u+gVT9A06+wm4%VtyL`J?~^>^L*)vb#M&#T1Bk6JaL3Y&u9 zHR7%3b7e$Dsm_`^hZE$YcbT4->?q8yJUEcYL5yX+%ALyOouWl~5;P@#;<{?-u7oJh z)Sx)3ASfp77n#qP$2y2C^0m5EG!C}iTn}OFOdo)*aN=MO!8J`Y4G|-5=HvJgANb)1 z&rj^>Ex-3Wh|z@20EFOQ^m(7ji`xwF-7o+4%~c-;hX)3Cg4hiq+By20k%BSvIP(tL z@w(gD_jvqxSZG4JBeNlV=rNDAK&S0tjPTyqPh9YZ(6#aErGMdzr(GCAi^KdSU-VJ} z^rmfHeBP%%|2RUku`QgQ@v(oDubTy;3*-Ot556*zpTpFJ>0kZJf7lR_zqO8T9(u^n z#&w-Pg*@<_*_7=h$^-`?a|LBWuJ`p*Fr|K!nbMZpT!=;R(pH{aVa`3!rZMjrAj(@{UAicJ)jhT{r7!!L01!)BJE(yNsVRL+*?qb>rt}$!2+|98w9mQ!nDaW+(Buq* z+D_(7lnSlOC~7beyva6xg%Xump2aXL<*0yDD9XSx@)Wog+^vj{5>#7DS1LaumCp(9 zN_ue#&V(Ry6qK#CO6eHNl>$408iJeJy=vG=h_a+AH?;Y3sSsSsNw=l8{HwBXtG`-X z^&d!@oVG3OEdh^0*lc+7coC~XmAfnsoREU`?)niWm!RDxq*VM%Ea%D?vzmR;O;E?N z4wvLdvoX$EtU#iAt>v=@R8E<0)6r{uwhX&=L|9j`#hWP|FMgG@h}pehh4#vPmzV)y zQpxS!M_5T@vibSCqP0U4{l zp>&J^kXWQLmnrTJGN;{$dH+yF?VPz%ERHZ^8&7b%jf@LKb2tX3&1rYF9Nl7YUN-1I z@&n$V$oIR`b{XFHvF{xq@{Z{+zxcEMq>0!}X4#xR?NeVg%+|Q$A?}GFE(TqUc8Po6 z(Trfd4-d7E<8J5ofr#lXzx})0adFq17!Gl3Ebn%-1mY*Y$7bG5pZ~?5=K{Gvo9h#8 zcI;0tdFh`Vdw%|NK0Xec-fR!c#`Bc{dd_qIs0Z_}|Nd9tb&JaaxHHj#rGNfaUv3xE znshXJ@OKmBlK(YSX z6GTiey8)6zCUny${y`5y8GidxFgd!m2x^LpHdMlvMiS*v zO$*jlS4OvVF1!ECTy`X`yve$oT&yEk)1vf<8h~O8&%Uwv#HD>T=4UoF;YR@?dARO$ zP2qR%^8kL84k8xfBu-WCMtw^~MV%gXM3R%9UG+Q{&0p&9n#h(Cp;*t-+m&lkm4Qqc zy!>9%81kSh-$jP0eHM#Q;i^1P$n_|MtK0?A+|}J8P>>0uVvzd8=TBtutyFO}cCH~( zUAM>i`l6-!juzk-{Wv@=yg2Trs*9>>{ie>?%@J{ixhFy`_x8vnR_Wwi@lZJvt*s zeJqyJt)lj_w+1kSbDGhsKn!Pyec!L_G0y_Cs-7WMRC-I z6dBKgDI$uR{f1C1$!Z9q*{Nu@zlAJ?UaJ*~c{7~GEx0(qVd**-#(vx}ACGR^^Nw)7 z^8lW4)3?D#HwMSsB^-D#@j94c@-|Fy)6r?NEgqK!f`Mxf9*Dc?ZW=9Z3^doq2Y_ZV zFwWMRqxaz|gmLUlgPwWVEHw793E`b##*UYO24sW(n&lv!N`encZA#9X#D%K>$l896@K46sHrqwJb z#{|$+<_{16)4Os|WE4ujSubUqUd@@f&{5VJbP!ksE?p=RdtqBk4rGmp(t*mAu2XuZ)wR-!i7K9RWg03fr6v-~WMN^A%?#kjafYoK2Z%H6nuU4X1z197+tEV|3paQZ=~g-Sys~ zb7AWq+j5w~&|SC2PY)jgojiBr7yWmCi7+lOLWidjzVZL~=4~972A}uIFB*9^GlB8Z z(2xA^E1DU3Y5&nb`-+}=virjb{gwH$zxublIl6;;%ymERdgq-D;~U=k){lMqha??e zdo%YKx3iD>&iY`=QW5YdxsGd1Q|Vi|(&>LCOQlkzJS||<+>>NmS1`2JfLf7Q4i{dn zoE4i^@2ak)Q*2n(@faf_1|JTG;o(Q_?haFkAYpx(=~fRhuWMKlc!dot+3n|Qac|;E zeMvP7(OPS)b&W&Bt8Mp~o1G<|=lOUX52tDI4EdzUlxUNWa7=A*@$ChYB?(9ks~Ge| zG-tODj4JXZJQ;Q{BJa~>s zXDvx_HCI*U`l^0yrJgZBzNP+YM& zqjC07!GyZS+@X7Fx&%lCR6)o!E$+eD+Ui%kgH~f%skp-V3fv11>x*a4R(-s9T+C1n zJSeOFRVJFXHf0IK81p_$LmXo^aV&&63-QF&c1gVm>(=w-e7f|74l2tSBE-JAcJXl7 zy6xT`HrC?Yhw%=scJm?fhC1_J@BKJWky_jBBSZVz*ZtP1iOtyl$k8W#D7`Oe^HFqKGjiCb?xl*U~pZAx^%*)Aq&9{ENGr=sQchud*XTIQtNQ9&L;h%p+cRYs1&=8xO z?f>*Y{{y?*Q3zl9SN;NZ;1}C1%@U@^J@yI9*6jkn;f=3<&PRVpMT|Uk6X&b&R>3S0 zjPoJ6SmeGEmCA*vB zSE^Y5730Gzw}X{i7r=35Hmjc(|E_3tUSVCfm{`2$hHz!ojTOz$TCZd!%TN)1bqsh_ zM5)JBmG9=~OjsW9!F5|ju9m)C^sT;k{i~z|+2^8epvntIphuhoyzJ zbEAvmRY70?j?5fm%p!@n28|0B9Q7ZO@T$MXLC{!dRvnaGwiTRLkL5rNB#IN>(J(1z{c z=9{iLj$=f^IkbJ`q33R}p+VnH9k=K`goTYUCpR`jAM7mw_@)EIE01?>zB=&%u-za8 zGCtVR-#+J~Kcp;WC23M1l{K78h(-X<5MJ&2hpsnihBuDO|W-S zf|Mu0Y43uNA;oFQ5X5|%30JPG4lcc9Ifj_-s_r3zzVfChd?ih1kSB0aewOTv$`#Yz zrP<_}^QzXZ@FMa2V(wByBo-+XZ)`oYS9jxlz5?qiFXNeoi4VB71`eovg$I1rqqvwc z!ntQvoitlD#fAD61yv5EU-hi%9Q#+ue(p9@J-nQsmd-^7+1qsk+3A7Cf_#g+^Lp1gq{F|XpJEv1|&=emv9I%#uz!B3Qfk4 z4%zz%fB`r%M~*}!JxMM+0JF7*2;06VgJej~Y{}<=aZM9-VzM3~OOo1Jp#UJ0F2)E9 zk$IUH?>(f$1*0%m2@McAZu@?jXSeN^FvqxY&45RM-b~CiF4S5KoiW~@c-}%gV*`U< zw#$ZNoHi7L;rWh2Lma}5wZmkVYmbYC5xKM5Wf|Bpj5}`Tew@u>k$ULtCq4azWYL)A z2Ve1H5uCl79rL&)o{qiQjLU4gFwG|q+b*22hi5P~IY&>xhA z90ph=*5_G*cuA63Q1rRn1YiK-d~_fdfXG+}P@TfOM%W4kaqWSvt&HSm2zFyBD525} z5m23pP*(UVoz;a#88|Y>M6BdIF>^kqx0r`IEU8XfK0Qn6lnr+&caQy%0KKSdglZs4 z5L5w9<%#k!>|`WZ2@DVs^LgwHz(59x#ZZz-{7<1>ITMEwh( zDV|xaU?TRV#*2|E3nT=Z2)82RIWp&x)fz;x&?+MZ^U|f2&sQjwifG_NV(cQrRiqbc z_lR?%R-XGY#~3|g1P&q8jx5Vbw&~fFf^AH~8YD!MU&fU1Gm1t4FcV^mK&Fgw0FKNd z1|MPwfe@XuP2-a98$(kBa*R}jI-7mk*tE_3U!5Vg*FAT zDl-Ez-veNd%rV4d9b#mLKww;Rd)y*$7w3uaMW6O3A`W2yh`S&9;a6;(9}V>r2h$iDP9yePT*3@Z+l<{ap7$)% zBMgh_?6O~e;b(q2Oaa>dOa6y1TYy^xI8KJ+SO4!{#rdu!yC}%He&jG(iYO*(r%+*mAyu@qDpiH*QuloXGHWo+*HhC_ ztb+EF^IIzwX^UCO+h9seBVd0Ke97;BxghUlT2?e(rF2=hD+!{ph3G0B@?%nnVOWRq;i zNLt1m=%ga~AkZ|u z!!A%7#U+Iot7Sg_da;4uJ9w)eY;$vguqF88l=eLwOVJdSNQU0*-6EPc~V)b=pZ!^cMez=Q=~{G#X0aO1|) zu(QqRU-{#&3Udo_u)G@~c5aBg>-{nSecZ?YvA|7h!r1%fI6Lk~;-7uZkNu@D{j0&- zX!eHNfY?pst^M+^{HK5Tecxwf#|EPFjSX;gHsF7L)9ah%c+26r&-_rR)GgB-KwgHC zrM_0SVi`c4bjX-jnX44l$}vNIDHf=qEJm%g4fU<^NjadbNBF2;Sv@E_tw9vCbbj@x zDp5JJ>1UyY*wAtcs0z|NEw^`vw>^A!8kPv8`VW}`SxwGNQi--dXhmH+0<}52SZyhj zi9%*1BqZycan?C!jk&(+AG+#+!#oYs>^&1011U=rfRGYe=qtpOSTeEHxVChj0p#Eq zwRyRNg7LCyl5b`SQO~7nWIe(%5M`P8u!V7nA-uT zWx{O;O~cEu&?mm|c{rHGk(+1J@#F!=&CmVZ57_>_JB;4)W}c31&vOh8Z{Pg; zFZ%dTwBwA6oe7t?G>$g&u-i3p>Dy_Eu8k8o#|Ib*m^Ww-IL$WnGn%U_I^FfSo#ta0 zCUDd>#vN>+Fh#$#*3rn@sXH}bM?87IY3JR9?B?HFqHSS0tzy>dI8>{8iQF0fgvf|c z!-GWX2!NG2DlN%;7R}7ov?P0oyn-4%S;a+Fo}8irT5Wj=jyxrxm4j!wyXv`f(F?4V zFr9^_i_2Pq0RWW_Wyc;Q%U&(+zu2=G%J6&AqdNN+DQlfOC zHO3gzH$uuUu+6qYI|=zMo@wch)TnbF$tpn;ILFhN03$OIif37MPl82h+As5~ygJDB z@Cu)+L1ZFmy3=Z?iLFXZ#gPgl&nH0H_mZJi+*`?2j!yvS`c3UiiCGq5Pc;*j8ZUrJ zut+hS^+jv<3|cSMLD{_aybk7T3{?)f#S&FmeQJbJK`PPv)lFc|uT%vYU^cw!Rb{2q z>6jD~X4E>M7pqyXP%RmjGEP7M*6m5^MO5viy7DNwG|u96Gcf8pzbbWl9cwl+dAP|2 z5uvptXh+U~GuSr9Ikc9XBgm&biSZ&aLt<8dnXF-EWXH@LLI@#`lyZ(2M{v%D#)T04 z5+ZY2KMNeg5*Htq5atlZc~R_22DUi7B8cfs#x(6K*>S9Nx#v?R49EazERiu7nG7*= z2wBe&5GW^G&rRP9*0hVq2_ua(J%08RH^4*Bf%+~SJ9Fiar{e~iW7k+8s0jna9@`ON zv-mK$t7w*aG%+->vB3{K4nzAGcf?KS?RYmvuy`G5SdP85hMeuJo1LFM8nAO4wl_T9 z4T0D#G}CmA&7F;&w~XYQ(PHQAVo#B0IN|js99-LJT(5%X8ql&2Cnd?{O zK7lwXD<85XEabmu&Z9&@v#1E_f&}3N$pmfn!yF}%1rXCKBaveiO#_X*Ym|)BVO?px zNsN15F6Jm+n$}+-ROLqqDJ%1P0 z#V;y#@R@wqtzFv48U|O*aaBOIRnVYoc)ucqENCREsr6=DrrHv3-YjqJL z3#9=x9&3Lzr2iw^QBhcNlr@?od*#u9f z@jvm(SDCw$yCR&sW$U($ot6>q`VEIGxcz}2`4JNVpc&kDo;xt{2Y&dcjx_(X|Lv=Z zVqCg5?E7v$jP%dH;;Za&eA8QgXV}J`FarCnMF_w1yT38+IyW~U?pm^MX{)jxT7dae z3<+khGCNplTNma{lxo_N%n{28ekmY{HK(%RU`D?zV<^U5iz5P(92+LaDVI-I>XWp} zf0T|+Mg&Mf`E;IG?u-sh{Ib-Ho}&i&sr=D{%ZLa7bJ8<2Fe(O=kyVBl)@WBi@Ebl6+^ObQ*G{s^w#n-Xj1qP;qF}zd7Y4kxtK5L-B%gTO>2N zG%2e1CLN)4u6=K}80%8i8G0QL})(3S(+) z^;<|#_Y}l^%9V*8>3_xYmmwFLLb*_W7dq8XY5y6{n!vhbRrRW7T#aL;LsjEveW@;G z#YZ3#87PE0>&8k6YOP1LG)1{(mZCNYfV5J*t`#VF0$`!F_!s#WmqP;ODeWT>5dt9- zf-y;2IsMG?PLPWclF3`cDWzZx559t3Z4*;O(VoZ zWM1K+>by>9WYc$XOV_zrA2o#}6HFyYfkMok7mzsJ$+%uPsx3f%KwuTIr-lUcAYiB3K*3(vAA^s!XBsO8gY+ zt4liGq81gr*BwRDl8QmO8%Yog02iXIN0s?X^+~v?IhB(YnWZzTms+A41XYz2=1 zU;e!>!_hF367gn>^R)C$ zI}iJ@Lpx)SFk|B;o^OI@Z0;giH!_o*T|;(6z!3YZ)8u!{JnR}XPSJP{Ext&xkYaA^n$Vgpf^#)|uc^y~D<79@M`I%Om(rK9a7R$Og zroF7k!|?WZ+`i+H2<1uvCHZ|bMbsD*AsTC4 z(^zX$*2-fav%T5%F)rijG)_wd0y1PRmj^-5%+7N`Ol(PfXIUyM(V8e5d2&Rz>eD@g zlPvTcGDS?=Us0CiSA$qTcrj2EPes-=~_s*EkJnmX&LjPm}^J;!mSA*hNasY1~gkwMirNbvw|9Pt6YsOXtQ zv`&~8(;!`yR;n)DPn$EMAWA?FvdmQ6kn#w^seG~GPGLuu)xg7XJRS}qa9XfH1Vd-(Hm30Vg()PS{xb?z%eP0&pF!VYHeOBhenJkKd_1w?VvqVnwhuDc#5 zG!)tF=h#y}ZK*vCt|vZXbY_7=V|RY>&Bh*P-;Z{=I(W2Z*>1w^+%(K?Hg?+&n3lF^pcxLQ@BWtW^f+%r{PdT6mThR$ zMqW14LeKo@kGLD#4w|3-tzX#qWp3CF_6ko=d)l*LiTg;u`CGs4r`C42$I)#V9((ByRZ8{zgiX;3NK53ioUO|q9cOrElZ+M(pyq7 zQYQ*>A_M2RXQd0`q=|AP0pzf`uI)3Y2oBAHJp4i~!skk;K+Z4`To)uGY?ief_3 z>bk&N)@zPwp2yN;@|05H7$q=Ylz*)PV$szH0L^g}GK!zY+DFwL5S){qR-~_`WuOl4B0x@^O=`+W`Mt|| zdwVuvEJRvyrUHV(QWoiv%gM{BEpbV;snbSs;rhE^a^alhxt!-}7UZkFlQYCQ=Swk< zT&N4;V`a49dXQyrrXb=y6=R*NT$RhxU7=NFpf8{q3lTE{7QWSUhiW`58z}EFupp2F zYtNz7Cv_&YRh`jOcrts+!t82^AAuQbh!@cm`NP2aw0O3Ps`Do&Tj`Cx}W>0A6|~&t$D%6Klg;xHryO%?)?is z`Lm$gF!^u)_HTy}=IbpU!{U$c`S^$Sp>@|`|N93F*VfIm0rpoP^^^}Lh}4^(|CwJ5 zK05ZUHF#K_^6aP1Oxv-ixWGte8p6wd;FY#x>>KZzZ+zKz2Y-lncxMhD^-&)*;qI!L zY`A;&Q~wA}(Hn;yf51ol(Q&2&gpTPWp8A0RCyPCq*gfG%u0b4)Cwk~{kBi&gxU_K` zzu?b)L0C>5ZLSa?2OG0!YD_>F36R&}P4%J*#3gqxV(_O3F3Sk`Shw7`OJ`3CyYrDC`yP4^U?tW$>YX~XaEGdE-ksAS-JtS4v`R%WE)^! zUXbNTkfoobL3!N(4H;`q(>h8?!kF-g0nfLv$jIukuuzX{=>gS2Et3vWBGt@P9ajti z%f0V`_V^R8dgWwe>}GDwtAFT6%{byTMc9493t!Uo8(e%Kc*&=J$`&^?4pZYE^SIsK z^2SYYiv2@3w2NqfV*Kb2f6B?2u-y!&{%KGD*kj)~vdhwb=rf-?QE#a`;zBQZ@ux)K zZ~OM|WLn5G>|yAp9q=o^^Sj1P^PCTRT94MiGC6xRo7Rj^`y(IQ2Y$wfeFSX6Y>v(c z=S*w5XZ_))?3eJkhaLchKzhG#@Gy)6^oQ7RJ5&2mzjfmm|AjBIHcoVPiY8bpG*Zl| zp#sag8Y$X|F{`X1f-JKY(X2`)+7Ak;f%S!kvVXelQt?z1b zxGE^7M3yZn<8h^evM?trW4RNM*Lf zj-%jjjq^1gOJ~l2Owpveh0@Q`GeF4cc11VKSE$CKLy`VeqKR6a@+;8?0W>v97%kl^ zN>o+6s_^VT9htn#6!P(brO9l!G4mzccc@5&b@QdhTy3r6@{i8oiUfiz_8Y2sk;FP> znS~IN2CMC_Si!X)uUCcFm`)%Pu_;{0tC6I}0@K+>r0dd{vjVeH5*S0y8rl0$I$12w zIlt0wqEaC!Qwma7_()l8iAdgbErZDg5dc2?{ocPL{)wOZ$pK@(!@ylX{{%AYXf98unZFF$cZo=Ko4e}fyI8Qupr~@0G_Vkb5n#f>J<4D&& zn&qh<`GF(T)1LZ=`i8rCWHQ(7V#m%bhsEqB#_q7^=4OhgID?BDa8vLR0zhPIW`r=t z1B{!AB2PCC2D@qK7@OAYhdYcdwcK-b+_tg5+l+9sW^bnc6sMk+X*5kwW3a|Y43L7B zp!O&;o=7ItyaF6?F7$1p692heqmu+a27SFw{T4Dv@}9GQ^(q1;8$-a1oZc1`ne>G| z1nGnxO#4z;1f46_FN>|3l`MfeTg$U6)isIRB31)o4Hace&CF;h_>e-HX^==5Wsgf5 zW(`jzPNI%(9i5bgloFKBUC3K~W#YrR1|4RJVig%yR|5d5gj4ZFG}%?HG!=Gf^L3yD zgrFLOVvwCcn1_NYAZjUf7+9{b96k=YM>(}8F(=o$*_5aNOD8sJ;ajFBEC{S#6MYWGSCS%eA&iI=N${gcNPdu&M3vjN z9-a!Y3KuBDrUkP_}h_Fa;Zj@3#N#Ge*o90SJ zx?YmriMAE}BF;;BNICb@AO@%oyHAW`h+?X;G9*@r(5S=}zgG;l5H;%$^!s2+%TFLItR3jhh=k!iyNqGjM-RzYwMbBSSHtT zu#Qxu^C40i6DTw-T2tOmfGDr5OZ=_H8nc6xSBwwr&RfWSXCrTlDb8f^aIy83tu&(n*G5rdSW1%yGYzuPE{-i%!KWSY=s? zc#2n0J}Q&d)zvqY)f(~5t2GL!?6BxpvH05mylGcM{fLOhWNen*4Ct7Rb&m#Z?K zED(vp^QygErXGTf5LQtGtxxsntdq)36y=ca6|}4V=1$6*n}VPAPV`!&ly$(V1BF!; z)z#{Q;K2&t%JjFD5Ka+bC51J!KK#UoF(kcaV#0Y?35SWbU9&7djDN#~P zgHVq-MDe?I(|raknWraVXCjKs93le~Bzu~=A$rVNoKzl}D?j|wxG19w{nQR{ik1-( zD;>p)Kv^l>x5hMn8Y?cI?Zcm10` z_w#Iz@A$oUGBr&P_6pfDaPzh|{{C?}ef_t5L*MkweS1LUCMgm^e$7&~Qq0BS<*Z*Q zGnMi;Ehgufd-9(+TQKIjjVBi(5<8Z9ru z(o~2Law3xA7DBzioY;fK*jIXAQCvA%jY%R|>*DJt^trRSZ@E*It|sW9@g_m{LYDJq z)hMZWa)JBOA#oB??JN#e(tx%2WEQOfuH+~c63B(MZ?Nv;`LGqPQGCMssiNIjt{@aR zJ8QcpYi${-@mv@Pz0Rf2$g38!P9?-O#@1&lfFOrvok_|QW|GGAULlBqIWPx^o;jpb zVgXW?vTWH-qAJnPl(!sX8DS08D2}u!Fax9m=m8iY#F%9U5{p$@m1fDJ*0ebjORU)m z*>uS?8UV^_(dxG zjcs1`{V&7uChp%6+g{+X#6Y>a+CZHL7i?XUdW&m2Ac>T7=0 z#8W$u%g`=N)WwDonvp)^PkowS#(===U-CJh*~al^-?*;*gDn@h!Ix+Y{Q@cjI(?+Z%Z6TJX5%fAcT@g{Kp@ zZa5uOOj4R;S;~_AcIl^VLk3M+$y+t4tmb9HtNGM5zkF_$*xNeo1%{;>IoA#~rCuxxNh8u3T`-g9nI(o!c|?^p&s)$|JE%c!K8(3jz%TuzkJeUa8!V~w$f2n`XWFk`BY1cYS8 zQx_pnJP?x8o2o^8;f?H|M3Th=q`a*X^O>lbw0Wf^r_humof0dE7+BueKqi;0cZf=k zKzhfYaG(|^A%)shlpzR>)Jsr-!}1@>4dn#t|HNn%@vV@9H9`&mVJ>4hJUJP5Y09VUks})&wZ>eI~K$JC&+r=8yvoE5gV?q54NE6vQvh zqAr$P7T0lU^VO%u=h`^b)*>kYArV2i=~VE~v88WO@%WDd+eq?1oLMD{+! z7-QfV(!N^|rOKv2WH4EbzL0?OWotWQV)q|%gLtwj~zGer1EnqBoY|RzenE*`-9wXmTw==i%@e1vch-@E*&>NoSBWxSHAWqHFj~lnZ z*e-1wrUQk@#w`*MJT40Xfvdk}aG9UA>Q*4$QwaSc&QyNYsOgbl!uAB*>ki3?;`c~>^6*stK(EXo^*AKp} zU+?SH`KPGBs^{eT#(o=GlNAKzk;CiHT*IzwkjgdvElj7#8WZ z#O;gpfi#IST`R?FJ5VW++!R5KjEH{rhr?++4UmII$oYr^Xsl@+ZMvrG8Yjm_XTKpb z0Fp6;CUQtiZHSZ{MCYurw({^WIV*{U3^_n0Z<3L<=MaFI<&{G*GDBRJFiy)7;@xQk zG7%ufYbfnXycq0#(#J)2Rj@1hW?+bb0N#hwVOXYRS-cM+FH$fA!0Z>(-Gq4BkUd4S z4a>A`x+5Oq;ikj8Cbo0O!I(GNw`RSAgF8{i#r)1ttbJ=Dh;e$MUcB# z?U%x$X`&MH`WW?a#M5NRD?nL&2sz3@wNmw3`Dibzzvz;miA(?|JyPzEOm<_o)Zs~9SB6tSHnNCw|WX`X+1Axd;4N%Id zEL4=2za$HQ2*}7BjUgcvMiw7gSJ+Tprghj^Y?e&NbMj*@!ZF1#nK++o$0e5`cS)=j zGw9po#gEYlv>5b?r7Rq+q&u@pK(+LMHRVAI;r%NoWHuZrrOD1s)oF_E{TWGxFy|Fn*paS_E1 z6kw};1<(pBYa`Mum0_h2LU_UJe7ojL^#X8JF2F1dCcW!N6e)3Av?PnA4;H&3 z;1EKHKtvJB+c!mEs~JO9EfpKJAeb$rIx}2!O>SqQ*IB0$R9(9lf6ntagNx1lUElOd zznQvyG(?Tt{qg62-2SvUq96V7S6J-a$end_3t#*vzred_fWGeE{c8^k&BGKs3g)Z6 z@~aWN8@n(0t6yRqZl`&qcDsa!t{w{4Tf@UU-*gMR_KxSRZ>fnPwpZIGe#WPN)`YD^ z*e(3flQ!c5HuiKpKCXKY4z!Kl0zB_yJ^|t!dAgmqpY)vPEE{9n{Ydb*{>ihMmg{*# zWu9l!)o;{8J@l{kOAL*802g$7Pzv({MVT_ILY--~NubzWMEMdgGgJ-+4O@ z^Rg@)V+U$W!xYUh;*0i`BjKhevw7V1&@s)EgUw?fdeU^5aMK>IX8g?0{A>qXvjaZdMQpy~JHO+h$G&HS z0jyd4f(D(T1y7H>`5mA5f)|g=ouSUU5W%{WKau;fSH9wL@BKI&#)cqbJ1$KFGw{5h z0{bvC20z=YE}RBLrk0o;1e(XYPyS;cB_4%1T$Ly*Vjxm_>$WF1y~?+2>~FT9|iyzIT9H;vj=orLeZN_D#V8syCcqZ_Ak?f?CeD(lCEAPKuwJJ z>gfcQlEBLh2-7&f?d|V;>%;r~VdnHQypjTxQ%QTF`cp9b%hO8s&fYS0O=>aJMANi>G(nMKz1ZIda zX7?B*+8u%OB0lTD^BO^I^EEP4@@x_EMg@RehZ<2q<)~H2{5m1DOxqzJoDszg=YAH^ ztQfb7uyLWaek)!?6ArlxSS2(glQO1pGHd-E(NKENSH5e`@D4mIR4Z7@S3SSo=ujVP$aPzEso)fGT%5i9~RH>LqGBhU+|YciyYty`e+Y3e-n3p;{WX%zwRG@^;cX| zi|nUEnA@fSp2q!O|C@i~iC0gsG!BcqGVbJzx54er+u|cndEXDP*tgv@+_J%~gVFYG zY4JEmMzfhm)5O_xw{Tq0@_4eXStc^Af&H}fuJN8b=Z1OV?cPO**1B=*y3Or4&oJYu z>74~?aXfIeZP)sMjXB1kvVA_E!5kjRQY$o+0@+;V2t$s2q1Kb524cv2 zU{spV`avl{Bw`ljvNb@CBhpz~suRk_vRt8Yt}!yTB~2t;ByovzC8A4ZCs~@Y zq9!A#3npec6DewR7oeJ^)Xu`neAOYXGB?z_tVOU)4DvcniZD~2CFLX|$nP!(nF;}< zG!TUR@*_>%fpi+DK^b(?B2G!#=|It(-<_E&^L9+}%nVR6stRl(ph+l}&pxisc+4Tu zdTN^wZ(~ZwE2e;zIPSu=EL?=hOa(NvL0AbDGpD!Rs_&(@mA?6}#@|#t^hI%k8x=mO zB$i;o87#53A<$DARK}*Uvmh4c9W3bq4V)B-5V*;dSZ#IC5eY!9!=!a&7gzD#yo4bk zK@nrMq*x>kWqj(e$^1iK)K{G3YM_}SC0?|`*E5fyP^YFp=H|3Iy-{t3%!(NiFmlAa z{Tw2v-L`-LXb=D*fDZvVB0$^NwrL5`+B_{ZM9vy($eNVZ2FBXd?GU%)G|lro&!csQ zlF}f?7`>mz)9J83gn34jnj(-L^XZSFd_>#g7auubZbIQ)N2Q)crn~MOM%fLO3WyYC zPa>HGl9dKo@=5M2Nb(e`$N|7KJGblk6xtRb#$bKOHzQ?TzZEx@pw{16$x2E557?vC7-grmBTQ`{b z%DDN6eiwWgyX`}P1EMvD8`CYZbIpl@L*ph((R4TVZn`xKa%;JXjWcuXAM2M1$-sOf zb~aAlbaVGMH<=j84#R<)#x%`o*uxH7G<*U8V{)+ zu}|Xu>9r*55mY0x%TF9-N{6Wa2@%B@i8AO331wyY^CC?-G+wXWW&Z2hg^$< z2h#*CrkgAQXUPFUM8KT=h{*YMNCW@`gp@~_IWG7IVtU1MPuHSMrBjm#vepOyNO?Y; zbJ5hhX9mbGER!y!stAcAM@}fqF)ea1OZ+dp8fiT*LQI4sc^Ny%ZbBt2Am;;DxDZ|? zR#}{m#YssY)tstkw8)9bN~Vl1LDf)JH;|d5jp`gew<01ai+SlU7D`JK0#U2w9i8_` zyOM6NG7mBhQW@3mqlk}=La$V6Qv@BwaTPyJC#f|o3!9`Nox%zsvJ;(YR=WnJ=9&RQ zsVXd_)4-~OfQV5VO_2|4>|z$+kZMUUjpWE2Bak5^*Q9s*SWyZjf;49{k_V0mh%qG{ z8z5^pv$K(zqlah^O&)V#V6aF{-&&L2pH9iCOX2w#TSN>DNMt9oABGrn0w#-UVBrB* z>aG?gXGo}Qm05oFYgw*lOPOt1$zIQe8S)9Gv#}=P(2t9tg|VZ59TBPOH~QH>R^uCWsQ>Mr#WSEa*Q#?GdR`bLMr?~i~~ro+#&T!#2H2;gR%%`)8T&k-B|!&2-7Qr zj4?^))9Z!|<$$O)@(5xoYz$eGH#_7dI)jGL8nm`r@XN=*03q123Ygwdgf2avUbkY9 z2(2-)+K1}gBzLF$m&XJ}PSaIXTUgOsd>px}F@sET&>AZKLgnPBajkz;9H@$_87rTx zL#Q2N$;@Kb+v4_AyV_ZT2bI{|<7cj$5{&~CXpr#Z>Itrp2E@gyeizi&aQ&*y60Veq zzrr7LJUlMiM4$FMg4_!urqf~-H1F`EHCp(btdBmQ2a1wZR4CFBm+c@ z@`6vuFM>w~4l#rnqYp`q5y2Sjy0&qagpn~sj?oY`*6z0b^=`M_bbZ&hZPT>2Yn!%j zo7S~m(=@JWtTnXhyVhCYfXt{qlMIQ^X{_WE`4ov2jZi;AJq7Wl`yabMD`nU2eE*sj!*(nqMn&6vN^;}8;?kciSIJZp`0 z#u`IN#u$MdKtz+?k)AORt*OrCq#OrL>?V_5AT2j(^~$icsnY1(9BWN45z9a;I4Zd? zga-2!Ypt_3A+E_a==s)_AA^NhGF(bj!xd~*1gZUIl^6Yhh=)##>rX+tDx8qt`KO!g z0IRc{Q01>!nIsAX^h=gEa7l_*DVpI;Zu22;L04AJv zVH0EgrtkY6j7*W2$-e4GUSpj<-P!42fA)ud%Jpbs8##R4*L}-0q9r;m%{PDD*IQsi z)3PyN`q%z;H_{x2-pyb9|M@F{je&WBd4BkH&Tx!#XZWpee8l6<47fNzY_`ssc8p6L z5j}P-JHi3XJaXF}m<=#?9freZbaxG0H)fe8a4??wW_Q4$ZOnW-bgmh~ymOoAVmNT; zV(c+Y2##hP-PqZMj@NcG&P#*ta5}u`OTFw06=`pW()=b)pQ zbukK3m&mkEo)SOG!U?mS-vc?=CB9s~t4~1j2odEU6x)yD3du?TC8Ptuz*KhKfvzg) zC(rxDYXxyCBlGb%zWL1$zwMF3Fr_dX=7fInz7uk#ITlpw`CRBLqpPPKToDMM6kbgZ z^n>-Rfsn|WrfHg{wT)@JX4BdCd+#S;T$X7X#%Y+B5Q&U4*4ZX+IWmR_tJgZ~3aGe{ zi6)8UxVBmL&p*PKJR&T~TiH3&dM_TmtfwB?*+m^*Jyk@Ne=GuDg#5g=>QJsc z@heGQ48=OhLwR4ODlbdyG)Y%j7K}iE^DrHU)3O9{hQS!L2z}!=UDG;i35_v;965#< z{Txzc(>Y6q2%u@KG2;I@XN_fq7&ve=&N=52S!3`ySjs7s#4+UE2tEYwJ;&(1N2F!( zWXLw{G)~jJG@E|p7*Y;PB@(h`Utv_XfhvMe=T*_q*mg!ZJ>#F{2CN zXdDq+Hm;k;gN>%QE_xmtB0tT`#&%2aBgLz36Hk_WFn&0hD+lo8r+j2!k2AdGwQqpN zOaYCh$ivmhlQE~x5lp9(am&uNcZTo_zu>i^cbT}PkYNV$~7kbhP29RXYvXDLKn;enV4qKFPLB$jrXw3gXql7yi;Bu1nKbeeh|GUR$S-C?M%f^!LDk4y zEee7J&K2^K!X>#;04&i+Raccc21Sdkf*H>BwX|GlrzWB3vPgFhVBMqqnyFRBk=RbFr~_8d5k>Cx;<^r2Xa$|aRh=vgU0D<*)L906_E88d{%A&1xq~b4 zmOAc7zPg{lWj`on?XDsiSV#`-ysHJq|q77q(RpDP^=#L?#Ffh!`1y4;(o%1dQH?W$__I1O^OXV4lam+nByjc`uB(AadkT z@lvx{ga#rtGHJ+@b=5%8JX9OO41h!sWPXR@U?eX#3nSsr1 zuBUn2J4Ex>{>Lwgr|4Wu9L>_$#*TmJLq1@F1<}*IJoy7Ycyysd8<%M}H50YXu<561 zL!BWSwlmE1g~jM0TLM9$|3BpWBiHQ@S<~W!{KM?bdF%f1+ zu$0d;qs(fiGSPq%iz?GTsCrVueIO^1VL5vYlEF!#reayB^jd8%Ry7xu7a*01!~=Ze z5^9kUMdjot9bL~g#6!r34kbX>0j)gv(x|{laq$3vS&oPYJ!4Ji2AFod0i=aAXN^fA zNg`wNfoj!D7776~P%25VFjk{x*+%E2B9c808sRGhRD6fbb%`+NLz-l!F5#@4NlJhu zf|t6IpGw#uoA!id!p~efZ*(uONm}t&F&gVYSyfdYB8bqHz3b9~)RM^o09frrL>+7; zhv!lwcr7mDxdft4^;ild<0s2b(scQozX%HoRW*gEK#6Ls)Pv;-9k_5GN`0{UU5!P1 zRH;_(RV4u;?NvYJ+^$+PbcP2t_k=OoV8ywGHhyo4$39s5i!?gUBH74k|_imBZpMh>S~#bGlaqQtDNlSeG&| zn~tW)Zl3+dUxyRMrt=6#K7;_rIGVWY{9q{fcA-tzHO`(UH$Ca1gmKt2He2(>U-s8vY|Un8tS6*XT)Ovq@Ar<8nu#0V zbypZXe9)6Vh$Fl0=7?dY(YN!|(h_`xqZ#98{kbm+aCGB*?Yk!QXw2t*!Aq%WKlgK9 z;#}zGrV9{b~_9Paz;0c%2!K8$x`c5J(dufWMHro99T2t zl1t32i%WS9Mj(kH`e+vXD6Gr!tvx9?Q9wBJu6VxLdgg;gl9!6LBxsCPMSx=z+k_<$ z2RgXCh*+tg2vUxl#mKReC6OpeSCIcB$ZRnYAx~Aaj-G*KZmY&Y&2*`Zm7<#@3ZZPq z;5=GkU1DX-MbeCq$QY9j7&L||JSs*4g@d)iXf_86L5jWPfwJ2brG062-SDYf|ut4EG)-L>=}Ub#8##-$?j_?6*JVO zubdmo4uEh5Aa|*p4h&E+kIPh3@G)JE;>ar*CFU=qssvSrp^}891r-M^%QEm%IjE1% z8Ow6-ltF0<29hHMC9)>=R#Xw7YAe@Xu!)tN3|g0tb+sm<-A%{&=^Un}pOC92tX`?6 zEr5nh@ILy5fLn_;-0`e$%MvPCp^oY=mc>$wR4aA`Shuu z{5-?8XtTpYnn~&T*)_|WD3n6&0?G{eA7y{5f7}qWf_-Gn{q1!jM zBRlYkm!0W(oSSG7(fGNUXFrX8fxe5z+o7}VxC9@z{nnsqXFxwOvSn*pkjP@19F$-J zWj&`HGQj+f9*`q&)SFZ1FiqQ%rch1`X5Ig!aD^p^m(7D35dd-6vMv+_OQ(j2(NjPr zvdmFxQrn}8c93`+V~To3^)hqCoQjLhl*aW3NdF>4Bw~mNP!@|+n$+BKQrJp6lkAo> zIl;y=Gr>7a6LV5$1`?gT6qiAfV;%bHp3z^uKItc{iR%DS3`i8&uGFR}#8 z6fq(rBV#&`5R~;Sn-f4iB>j%+E@dIiSf?8Rgf(lVD0YOB#g7bBMd2#@j3|w>juVwc zz)ZSNZk2v6?G%ewsYr$Pye?l$lukj_U)4cKI5&~1>{YEgzp8cpvpPa0o-eU;$-ZWx zqf}85MZToYRND%Ko@F|tS}kpocu}}6k^RCF;za62!uot833A=V`L(XA^0U^ z&x1Kaj7-jvbB+Mp=$3INn`Q>;FI9xhnef@ctCsZSIxxt|AQBU*7ok)37NQ<5RykY% zKxl*W7+^c`(nNd9{Y{wXO|*A5m<9TU!;R&GH6d&pI$GE`OE`OQW{hn&FLPLS8w1^T z8y}9#wlU*z*BoLrcc;d=>4bK7XZ_t>cg+i92r-Z~K)7}BU{1Efp4#OQ!p2)RfY!zR za@vHxWfx&OqTMdrV;pv-?;79Co9OM}$8Fn;b3-lL(8adjoaQ5J(2WiD46uxR4AbNM zW9G$NT`hMf*phvFmb08VBm$pzBboGKV$NDhNNKY;*Lr7AY?Bnt69xumD#uwu-r-a% zAQM^OpnAsDIt#3|8OjlznT29r@*kExBY2f=kXy^nwf$SDB6~O8)MNJ zk4T8t7&JuIS!<28fSmItF%N-RL;$lNk|*NYP{v=(Qv$JUdEBA%GxjRBK4eN{mRDfDMVoCm=!&l8B_GE3DD%h74v=(j&EjY7H<;gTRAw zt=OPC&5uO1v{7YxHo;po#D%J5;##ZN3Zu11SxZjzk9s0c;U-`{qq$Tm z8_#kvWK2`7rk%aN-tv_y7?l}N1P5Z& zw_IaRDThq`B*WG?m)+zLLyUoekgYLDOx9S}G)%}4)G1U$iM3CnzNMNeu|3%aB7hvR zN=W%Fvbndiu_wu=tkDBNYEVap%)5C$HN7==(W~Sq_!k?Opha*%U0{@K zNU?tE!X_w5Cm_lkDlP2gw_`AK-UKa+6Nm^9fhxsCVJ;?o)QDSNhs$}xC!Kf&hlKsB=>m$05p7l{sn~td^vJ;K$fL|fWM-1)teEGrx~R9NcJ?EZpOFd> zP~NDJ&hY_EUnp;Tr!2ksu+RJ)iqKGzyzF>Y3L#hza(oaLiOD^Hf*ZL04_05Y(X8oL z>5DXjs|xfksvj>sPc@JPvMTXfWss@|S$r#XrLbyG&>8DVyh8RG&WljUKBP)JOA}=X zT7lHb8Y>d5EzUvNm6-)nl^ay;35{!f40DLa*d#{T&>;dMGx{J$T`(iEHDnO1C1cPM zSZk~?Nq@)?lDwUYqyxa|ROmu_BXkFd*AV$Ag?!epLI2-0Gj~i>?G+mRs?r<}) zAIN#0ImQur0^ZmY?%w#w5jQhJ1aCL6nK#p0ZXdB^zyGJd-AuN;ajiYzo zj;HQ{Zde*@) zd5$@q-329pT+LSUVt_2?$`pekTU*gHWolX}Nvz;<^mfAU7-LNDKhJMMK$$N~7`u)s zByN-(C_rFj#uzyUj-LJOm)S3KSbRuF`$Bfl5F$VTU`R&?Ff#&~%HNj}3cOWb1=Jrr z`&Xp1=2Q_jIR9Yv1y=*m?7X@n6Nx7xc7V#DvzisCb@M=tyv3gCzg4@n zOQ*9D(G?+B;*QS7G=_m?*ej~8W^HSaNkt6A_=C7&42Ad_XNk-J?ApdN597S}kWN)F zhKx07&m;hb2qDA}g031Sv^119m;$7Y+LWe@l=8}SqLmI}&+Z$ijBqAFyX0`CR4tIH zAEqM}kSLu-md*yc;gD)rac5xwk+`xA1PL_An>@ivlur$t&%e=tG z`k^NidN<7!%-n|2M_TNNRAQjBE9ii3}O)`@Zek zZqv7oz1eo}_v9x=e_F=L2fuhg(;C+pXA`{(h;Ygph@h*h3=twQM2`7AP9VpbLYZpi ze0_zkRrgipSl(Y>zc{zdr%_c@Ty@U=66eEgQmF*LoLo z(6+9IZ9G?G*q_^D<8}8L*TOdSQKcQZ}bie44e5 zW{osv9mxz&^o$kDijHU{HF(KmdDF@|VP7C%)jF^KRnf+J+e$5IIjCBhKzT;RuKc)U zXx+GWR${QYDqV#TFmI!6R32Qg&nG=z|kP*341AL4Kt7{EDaB|lTp z6aZ0DoD1`;_NC zqnmE`{pNRm;^%3@2V{3Qduaapm;Dt$&;92A_vQbTJ@m+qyu+(!e)1pR9dS1CRj+t? z-(W?&mo+Rxqihff2haJ5Qdv3-p=BK zW;+OAa_cNiEv;6L=q1T($plGXkvhT;Ab{x^1jV1 zKSe+RawPj3G@#d12p#5d1XF(=etW zSqLFA6Cpj(M1)5kemKOCLZw~T?XGq{21K;Z8f$&Mv1!R!dVQPq=xECzCA^ps7FTIr^f~+HI9(2}U zOh8MU?d}wA7r(UD#K@L#3Ct;91#t1vFXWrJgxCa(1_3C60U6FKWXOn=U%{0rNI~}e zrhzj65{3{VVtT8V#&cw>TojVCUyR0Z;9;JId72}G5i-gU&~@=I|MkCUhJ^zDlYjm-C$!sX#I|qY^t2Cu zrgPzL3cvnqzslE}>(c~uH|#f`_PL+Zgl07OegFQOcQnm`t_EW2C%cCMo9hU}&0wNC z%`J~Ko74ZFus;vCuFLAe&@slGtJ`~@^M2J)P(>>WVrjf8NMH1wkW#r~l-wvrqIqJx zsD?wsAMX3jar{bP(V=Q>~c zJa^Yu=RIfdwbz=>Xnv!e67J=Zf91!21g0J~=%M_l|M`CsaV&>81o*H1@EB)tkqj+OD9L8Pq&T z)Gt!Ifo-1=6d<+@(vLmj>hi!jwkb>V(pgx>>bJ0ZS;U6q){Pclds6(ak+hFZxw>}N z#@65y#Qg|9q-OXyU0RCZPG2_((iGheY@2|vU?-@hvqNnrXZ%Jc=fo~`W)uJbZTgP& z*aSpxiAlOFw(zwToL5$&4+8*zG{$9LBLt5ESR@r~U3M~1?~1-V?z(c&&^C*O8`!s` z63bD;7N*CFrw|bZi3kJ&k}ybtl*;47<)s&1eEG$fA76T0=k<13E|2HDrIIse&RgOP z*Yow|7hZb#g_q7RpVPXnOG;}hsYvFurgyyk9q<07cP;ahmXzj{mhJL*ees1CA76U; z;iZ=^k7v$ho!9H*<#N7U&X;Z7M5N@La|Vs(w&-V-!u#N!kKb&C-K#1$EkCV`kCl&% zyy}A2cHaJhKe2*5TXat(axSqS_yi?EV-Ho{&IK(-(6+2$L)|fOk7?a2M~C~DJ+oOM z`qUcwbonG2J9#nBR_L*;bmH$oa2>F`8f4)nnwChzVM52CBS2u z?*7o1{K4^9csTTO{`J4+*YVI@h9KSatA69JV@ZjM#QWd&AAANcn7XB3x6k>!x8Ny8 z6d0sr?!uu!oUeD+cp*q#?0Y=W@tiM_hXa+z>o5NeZyF9U3EHE#Kj z{IM_TFnz|Se-5U!KKA)`7w4&TkDvVsA4ya`Y^|>=7XI}8Y-|85F&KL-_N-)LO^G)O8C3Yb3m)#ss@(}U2I6w$Ets`A9bu8V~5rX z8wqI@sLKpyW_7z)))uL=^f%P51rH1Wcq*OK*%QMKUDvkJfs2SLD8R&w19}l@Z9Yr9=vBeHDtSTf&k^NY{F@bJ>ZOI~@b-F#0T4ck}jQi-kl3T+#WxT;@5D&gvY zUA?uJCrCS=?Jbu!sU~XcG@C_Y+RZJv3K5OX71ZuHLktJKf?e9Hag*IjaPQ91UMj$` z?;(cF84-o0k1-Gi1VUt%l*_uNZObW@l(RO>RG&Gsrci-+s15`W2*gTu6z~WV3lIhY zEDSkG$;{c0Dsf&zTWSVP6LsZY1Q<{NNk&dXCocUVa)k7M z`{f_fCH#!f`iul}Iuap)gu4+w`?Ehck8)mM>z4Uix*8&MpE_?`ROdS}i8N3H5MA(>^=(W;lQw16OsnGY<7BuB0u1=3>SRs9hDb3km(i z0B1m$zi=Y8g((obJtmqjs}?-jXvuF^_eP|lWt}V`Vj%IPXXiCDRjW>_9cU`-oxswezO15Me1yXsMDy zAS~OqRWEw*qFVqIVIo2XskIokJ^+BsMV(j~@+@=Lby8SBN-2^##4t=#TG#6%B7z`{ zhlz-&@1!t@c@ivwvNOH*yIfxm>FgqGBwC3UoH(l-bVq^Sv+|fnq?=B17TM#(NV|mb>tTfDJj9f5C{*Trpt!F06U-%$*be-=>9!EHq94JpEQ5i8zQm*BK{m{|1gl;YA40ltwUd}LdQ{;#B za4PF@8M;0m059cy3ru_nd>K=BSRWIdjJ{DU^+RzNVW7ZVY8Bm1ygKuGC4h5_5h>Qv zJ_k{6dN71@veIYSV@)1Zwa?qz0Uya<=J6D{O?FoZ1V-JsR`s zKX?k=pb4|R*+7WufeB>CJgFCh-G}6!GuuUQ510jTRJxgF(tMqkaG(VeQe9h!yJJ`V z3$CcZgPWCsF<2rHgFjTKAqeQImn+{Ym7y*EV2`L1Woflbz$&-w9h+35>!U#dhkPA>CX5o}~?F})fEFu64Gnag0VG1Fw z+c1tOP%Fdra(OO(=r|+7;!iGS=`LmksRbQC= ztWr*Y?9HhLpPZ3*q+1~nHj1oY)nj<8VBLc}!=4`1tfHhT!}`D{5kg1M6;zuRZ@mkA z4e^zVP#?~_J1N)+eV20)EyzKjj7WqjrIbY=GnXPcbBSCEZ~+7fk%SQ#Fd!jl60sIQ z5Fmqy@V4b#N@nN-#6atoa?S*dFvu`abpAvDv_loD#id6wun0S_^9fimqlpl-cN;45 z{j%w6nWpVxT_UM!)e;m;>mmgzg+1s3Fr6o$$7?u2w_KNTD#KXDGGT%3a@h`XzQLW~ zfPuT~jC4Gomcv#ubkF2^h50CeDB-c|Pd(rBkSTXtqzD*84kZ-MLt@_YIRbE*a9Pqo zQm|jP{(6BdKlCrYo00#@-}rws#CaLUki$XdK!5Qs{$-Byw}11umh-J#x}$`Nu9(ud zee+ufj^F*=|NL5V3CLUI8{ZF?@BGehkbeEffA-B+7@6WwLO7iBB;Wd7Z%y&p5B}f} z7->r7L8FpBtP;39a}#?fmeYD+o= zRn}Zig@C7DAlk8|I$*tFFlEO2XN~Yq=gGM2!M^FGMgWVK6ixBCK-R zIo5SHqPcuqxjpU{$@K|VZDZlUI=U*Re9fT!>#M7)P?r#D6t8{`pv64?j%(H$H_`c5 zsOK}VR7!oTRzCPjJENhieE`^pUkO`4(87FXVA|2LErN)MQ1`(e2LLrm2dh>_ZA!rc z>zZ!Y4k^$!+E|fY0HEdL(pXnA%GpT;F4H`SqL$9vGdNMQ8Q0`$IWr5mI;fW zt3*3u0|4Ywv|9}!sm@Dl$|>Bt=Q4|7kA!u8-h4uesbk5B5e*Bef-cbB{Luq^<9jF zkqALpI2T^FO?}=)Q-Rf=X-lEMFn~HnT6417?e_A+`QfF@WS*KeJ$b+mE~rw|G5nnW)cKz8-)02Y+Ck z>F@l5e+2p2GRnqj>6TgMw|@CQOu3Xi4s<|F`JQQ*o^jVBJ(Sq3Goj2m@Z&Ii{}26h zOg(knrSzBo++RQ{C8q0T{HuTcPsWJhGK?X8*LVFu3Hd?`h4CA|_3LHoE~nd}mv8&l zZ=ewA0EOb$f9?05$5C=W+~#ljj_)L)e2C@Jeb+bt;08xXSDq?g>5D6;DbzqP-C_$Q z;E^pbb8z3#*(|xL`CKp~iR%SG@xGVN>3~rC7a(AbOI4hUt^%!GR2=~3Oflnc5XWT#|5WN$d#bj|is6t4$U;Vn`=X;n)M0=n%UQuRHC@s5}4_2x&VpWnBD6tS@ z9gMI1&LY%>t`k(gRg<@>MW0l4Vj!ZXe5jtH*m5YE@3ESRZB0BdVKV{SWPgp)>g8!pUo&!mBzKI|vvcZ@J{M zEz9M6nXk9JrTIEPK0f9x`AXK++Yw_`s8yrXH?VE6i7oM++1r10wd;;G_29y~J*DZ< z`XuxV0iTQlpZw#morSzZXkrwy<0&6`9g@*u^|U>?sYeqK+#Cb@Ssz&MQHLQrpM))O z(@*|%HwTp>C&mJHP5v3@BLZRQ zW5=nix22>cT&8|_?%Dlx82h0^tFd{y=Y(vfd%$+EY%T0*S5_qsPCC9tb(Nfb_i7T| zQhvp5I;+-HHL7Jo2mlZx2}wAIAs@olA5ti={`Y_NFWti=1NTCIR;S5^w+$`@MAyry#Xl5xu4E|=O6zcB@-=41pnbzeWk<{I_WT_jxY`Z$^({kT8fN4 zQXBv&JUbodtwbt;d!`GeZVqLHkvf?R9N_j4aD>A^^QBB9;d(nqI&5@1(H*2qqJwO) z9Ik;OcEH#ER`?Jp4_jX%hjo+Ta4Sonb2#)RY&oC!_V{_f={K^OwzXjtAd#Pj^NN=( zy8C2IeC<5Wp5mo_Tb%xogv@8yxK&x$5UbnthVF#1)-YJN1*-jU)Th74!s0o=%&b5P z?2tdb18J$5k3p3axgCbW-jYfLkyuLmoeLsrf3bO4-~P@Qe(o1vm{;ZoIk9REbwzm2 zMdNxMrZ}+L`)_<9+CR7xL_1!o+)xFHu@EA5eRsM$4nsd4#=Z~l{n}@5e8a2ra^047 zOQ{G^9Q8ar1gJ4L{U5^K)-mC)Y-YMmRc@P%)aih$9C7BZekk9~Mnu9Qp6rgED2H}- z-IKtBNYlG1=Xsvb50~Y(t;;fBS47CEgg^q)#V!P5mYj1grB)Yd-jg=Xw$nEWUBoa^ zK*G(ckrZPYB&TM2K=JG(A`CHfT`wSc%K}_7Q?U92&E*pT41_2-7etIh_o`RF>Tq|| zvxQ~n`rEBxWhwZ#zV^|tf9uEg-B0aw_R|BatqINR$g- z*L7J_VeY$l=!erZ9*5yDjpGozKz$!W7cfF_0Et0+NfEQ;!k63f@NnMNG)_}L^wT&F zV}~GJAJsN+p~Bkt&e%*d-!f-`>utHLX)ZZw6E$`CzlYqg-)#FlJI}5Y&A#z1eG*S` z2L_ZP!kpGT-{x&iIVHt~^R~r9IEFY&C*eA5Q;tGsT<&h;mBMgB0SuQL^+8r%qlB@* z8PjwsNsiqO^K|2dg#fuf(R7hC@wRrkC%T3sUFj6otzTp4uE2NYIP(&C43TkO=L|e9 zhxNl=|H1M7LMi;SKk*ZIP3uVpnYZcqTYmGW6?jH{`HH{)l>;3)0xawB3_kVK-a>g9 z5A=_}`l~K+ISO5e?o|4vL?n*9Ug*PZvWd0r0R%q>~3gXiC09bSI8MgH-@-vp6(!lg;x+}V3EvUQUMVmA;MBG@1y=&9m*xT`%15x63(R%WWAC6RGpx}BfQ*|^RHY8=jo z_zF!Z&7ZTos?v#4hF*e=bLxX#Ti4(B>Ku2^&_@KKVOXxWWlhS_>z1^(lm${QTgqLC zL*ZP6KnimZ0!F0=v#tanh~|hLjzfr;atYMMzU#X#MioVDn=D+V7by84)B;;BMMM;a zX+|{E1Uha@X&We@?gtQHk(!54O%InjPjB*ha)`RhA9YdaO;<;^o8+Nr)NCIVIVpd8Q?e|{;K!=K5^*dVL zqf!T&2Tb)NnXQhs-71(@RjjRns|xpbx?2h?qf$kZc@;t}ENPI&cwf8}&o)@B3`GM8 zrW0*W=3LjlE$$^lchxl(RLRBSK1eZrz?N5Cp|mcbnEH1e*d+Qce5Vh14~%bLsIYj) z+ij**@V5=K8bpg5f!3;H6&AjS>NCQ&9R3qg$mOPOKiLKw$kAKbHX4D{&9ZNp^Ta|I z!B1A#EvUhSpq&Tl$r6h;c>y3IW}a{JGOtL1i?Df^?8$_rL1h5wyH1CS0Kt1?AW`+o zvf(2jL}4H#P3+WFt@bMsu}E;8NmiXkTo?fZg&3nEBuxS&ifw1vF_s_~PAQd~^|1(c z8Ut28YugQH4&3h%?teEzq4s9uk)|WCsyd~QhM1a~Xv~F9l~@N+=>W|M?0anqNp;`# z>mHj0+`S1+R5HstutyzzUNxw>mj+lHU`hy~9)oCD&FIIO2*7;_xT74E-ZiG|CuJu& z&G|Z}-}&ipp)Djj4A_0nZ~GjIaJ!r@{o{Z9dww^_)^Fhicfa%Ze?BcjQ!g=m;+sEy zm@h(I*T+wO^T&n~LP*qy6Y)gz`Qe#F&f68jz#$@TuX*)-7iH)(pEJGp2fcsp@iiaz z-m?tbd^fFKEGNOo4}9Z?mh<+O&;8tiV7f-ZUTA@hKJT~xCK=?Jn8 zF%7@_vwzEwAWxgzpe!kle593Q>SQgFzv9ck>~72JQkJ`8Kb=&pfV&n=^R$G1H#gA9 z3Y})1utXWXlBW2N#=x#LMXZlNrAu$t3*Ls<_6E>`0yc(b(Sy5aOl!1MM+8lySF2I# zSG9=S0e_8cw8)dm0mYDN3qth{h{#T_h|0~{gmWi-EQxCe!=bU@j%uq;Y%j-YO-!IK z^|aRbc?5=YEBZ+A>eTX+|NY(5ZxJ-mJo9co4sSePA}C7^pPb=h|SV`oN~C1cBL z?1&brbFitL>auxfIB+d@V&EdeQgT`6EpK^U)||5XVRTf?LKG^V$R(4%0MVSKrQ}jd z;k0R`ctJ?~tUctit+6Ua+o?>T4wO&%HP)jZ%!bO-t z&l{p1%z}lAelZ!i$S=0Z}zpScKb_E2sgeC^0f)!itoylvL+sztD`J0+hriYyY!0_Bb((s!< z>vv)VJcg4;xg0m z?lkvDyz$|h?f4c+XF+;$jOA`=DJX*o1yZw1j19=mGcZ+b z8q^$^`o0Kx=zyz^5H@LB6U$&1LQqw)_qnSj+D<%pr6nizs-0|T|JvyaO*8F+I=(aZ zk@o&piz)_tlRWPf6%g#U#+MrPC@(D|KwxW0BRf_ymh*Uk3nLS84PICsiSHYlQ_Vfq z0AMMsC?H_IVnhHeRfGv539@1p5h%dC6m^3`rS00Ex--YD$}O*FuT`;6lH4pjZOr#Y!a z>6q3D)RBtpNWR&iqG#hZC2B0z2)hm21%w$v_IuS};Lr(cc|6p}u!^HfP7X$N?b^|0 z9>cWYrHFRi6+tAT*u~JrZCxP{=AxoN5DPOP6y}t3B;*)#;h2khh>#^x+!+Q&;`Q`b z%Zmm<(VADZhDip{*`}l>qX+;NE{s|;KtO6o*2*pbu&(hnIF7Bp#PqiS`kcX{%=<{(MuH^=a1~?vu zvuyVnSIk;P!az=o;^yi+q!AJ#_sI@?ngReSo;oR3cD# zgbmAdcU&Lk4hn6jLnaJ)=5jxckCAZ22i%UxTS6Ef`;K}X(mW#Hf`qw`oUT!(6jB$C zhlBxFI-M{1C>%O~3&$}cQ3n8l0)w}pG{6jm2p(}^@81X&eN~Csvi_?*r-hon6(}t^ z+glJikGSx%u9f<34eD9_JMHq&Di0HSy&Y@bBU`QkA&N1XXygeizY7I2Dd;E(nk;cC zu}dj883+ zSnuyuN5w^zLj3BLB|t_!bcHPm1xn7PlosDZB*c<4Be5v-uG+tVm+>M1SmcAy4O0<; z!fFbtj%LA7k3kNEOr?}Ac0foml&v5l7m-p@$aRgFMd1%S=C1+}5Lkqm)0Qc?2R=~f zI$a;H(YBkJ5ZmL#TDyi7Vm6$jK(i5pQ>-fmXMt+L?a)-ay7FRs8L90ruk==>r^#$P zeiB*sodopvCu6A_15jPQ)!M9fs=-fiVXq`*Qrhq2G;E`C2d$5t-N4%=92iX0!~!A) z28Iv_14%Ae58D%9;halGEX+A`E~Se>1gtwjK+YTpD0FK6)*cR0IITGZ(j(A;(S1#> zq`iB64H^@XWM<}46!`&oI9%sKNL)J$qM3ZoBh}DtCT~XO5!d@%xO_Erpjf__G}Cd=4_SXUL!*_Y?49%ftbBt zow1ddtGNRN0IE~U*$K21Odp}Ew7;ghO&W2-t^|D#!W(*aj;-24_B#E^)qanPDscCv z|FgH)M6))?^=%E!6{6SrxEj;N2YU8mz_* zSed+HhB|ivKTzKFDCbg2(MTKuhG>n=RDUs-v~42o6#7z%W_wE!ZxIC=jw#F~XEvXe zl`p74%uZ)*>kPa*UIP@6oC^pPZ#}H}c2X@*@4bh*8na#Z+9>7I+6uaxK z*=H8=X(rK52Q@MgX}c#4bybw*GPYs6{r9UZeM+eK^mpg-W}>;GGODfM2^xU&1yrVP zgMwxn?cVgc`&{cpWxq0ZOVgoFes$^HkZP=h&S+>Ios1Mi2q8vK&A0Cs;hgijttsba z+Y*<|tj9}fX0Ilgh)Bt$6yYps&1uftHLaJl+|uQx>*I^(>*H;?E@?@evM?Zn$8Otf zwbDTus}y!&)jB$%`sA^)H&)gD6hHWy*@8ApUPKV6a%kN=LLlVB*d2!02b}r{053ll zO7zWN^;TK(OocIoejN(`qp$pmoY%kpWq%XkP`VYjE6>MpcmA?3`$jfrh&kn9PB&pWP{%U&>2w>?_zSm7heIk-uGcOfDPUM7q|p7uyMAno z)Jw?Hz3V4_a@s^zkQ@BNzyB4F039IZ?yLXFKknD_`Ic@g{e!>rRZQz4;OQ8@;VZx9 za0s|^-|=OTnJK2*K?sEcM!Lkf#?Sq<&$vcG*kZa?@>T1o;Y1f9b*;opl55d-u;$Bv zmP_L1MeR52HlH_fwy2QFLka?3mWSSQ+J+%&L|J=Qy#kco#mNo0ri$!=wvTESBY_)53Q3`Dh^fMz4`!zvZ6{l@OH(Bcl|V%~yX~sN z6{~zeY+}<$r9Qsi%KwE%qPFXPZicHN*Q*YmDpl1>z|p~uSd}L0Qtg+*u1BZowl#Gr zd~k#z5Fpf|ZoP&DGIM4Tz+AW#VS%D?KI^IJYskWx^PIQaw$15!xt$*_m&^S4aCvy? ze0jWX^P1))spyRC^kA#GV-d-z_NV86@n`cK=VR&*hwbq^K)2oVAn=dB>Z<}{37vH1 zQ0{@Q$78;g@DINFTb}X5<8io`4wpF((+m<98ISQyed0C5B||?7+{QRv;J5tFw~Wi} zGLDVP8ktHUYLNRW@wQ*Vf%9eG4$Dpdm?u-eM*t@Gi-uCmGn{LT&l z^x9s~T*??DAZ*L3&&;_XK`BfW>JddO-i^Sw%d~?}0>A~EIpwsg03rd`)fQ1D3INQ! zZ3z+GfV0I?jCMkA?SNjAEJc4Lo&j@pO9U2~~MRo2h z1sf7LgfzEpg*#6cV80Y?r2xHy#@;T}HB`z{C>TP>Ycl)`YOf26Y$-*ezU$Xq`p$%q z2oj*MND+fTh3D%$&-1qBWlh_bwRLKYG;ArAau^3eh|D1d&~UGaXQu#w#lKFNxGKEmK zG()^bc($e6l*e&^70&B$%%My(hwjCnKlg`i4t@Mx|Buh(GK>@dAAjx3*Jl%^l_8e( z_OZY2WALzDZrzXm(Er)Rgx$oUOoZLD>HYiDdReb?n&P~LuFrIi^64M*iQNRZaQD66 z^ewc7kRc9nyTrftH~tL91E0%(`Ja8!d=BXz<7La>rZ56}iJQ5_%&KdBe!+3S#f=(# z5?~JM$0u-4bu$yl`YQU}+{u813eS;(v!Xh)s#j1^O@%6+N3R43z^c!lBw?CtHNmdO zg{!9Yqu^}RTC7l{l^=kTn^it({L1{ONJJL2cilj&*%PkBD{YETrE=YFK+TATs_FcF z3kWvt@Wc;UxqbgMzX4hVuZcXfT$>W|Ak*%fjfEOmwnzAqg0N?qAjMOs z*nXLs`Q^5N2ngn!yV!B9)NI{ZLF^a}c9KF%OEGcZbew}5+ZroM69K@SauM!gL<$sw zr3=1NRefJqAfiikwo8F(l3%2h7E=Vjw+8fkFgO5ls2FRsU?BNZAJZVLl!V>h{ylW;v)8b9u$&Ltdw`@T-}1eY!*acK6EGdN<<^JH zSLx(B223R7K8|Vm^&k83rw}#_-}qf`ofD6A*dS$@Uj5qBfP?_&>q}`62{GIvg>pP~ zTc+|m{@~{=3#X2!l78)P__a5H+f90eH+}T4P6!Z~a`)V;-T+(Rc^>YDHy)?R*sTRa z`Sefv{4QMH>Xf&kGeB8l;2BfPDvAdg%VNiWS+3QlG<4+d-AK{usN!I?*bd*rdSWqei&i!*Mh;IB} z0r1o%*L_yS=t>#EBT`_St8Ykcd82E=!U}`|z>g{`YHxL21cAau1h{BXov5+pp*uI6 zjhJ>zRcGhay{8TlDTQ+>*4~L(-J}9g^eOd_b#2rMQp699(R^L8kL;ed9gUOLWzAda zhd~pPm5_GbI`_+6H8Hp!Q1{jWBv@|;U&{)v+J>2H)73(qeq~!HQ)do`IpR)2+3)_p z{Uy7fdLiw!QvIr{Q>@E@`NS%vl%;LoSkwq+HgNlSjp^7E3(H;%kJKU+UvT z7cjQ_hK-x3^yN~XFd4qXyogu|uPI%w^L$&DWd;CXp(s-b*+^^TIpN2Gb%P8f(zXo2WYkmkH{*j+b{fU=T4D^;y`Ybsf z=XEQ&ywBY@2FijdNqFsZ0=%pd#tU^*Lg_>4wj2IOzwbXhB7Epa{A$e8bXq4AKFo23 zkNEW;yM^_=Ui<7uH@sUQ_K#aS-^29UY3s+2`-G3nGoEfo$!C&2bjv4v`maxr|JtAa zOJQ7LUWiiM#+keS?_d4zA(k)t;y+}}K;~rD&Bw|Kh{0-u)w@=epUD?bdN;799s29B ztD>jXlOtLbKp+Yj%;BbC0J4lei$kQ(*Y7Ry7IEdn4=iwWr!a?74s{YfqqjdRfr5P&M$Yaxw`pQk_Z z$=z*G=$q4C|~3hW_bn!v||t3bQ5MfxaVI)@Y0=j?4s=>3rOLTGSAy`otN9P zF58w^ww!Xw%v`v*d=wxEJq=?&jQw;R?w*~d<2W6L=`ajKKTXr&Fm)l?Mi$L>VP;6B zB$f;y6i~}R)j+eg6c>RSv1Xg*E_!EN65sU)eEQbw-wFgX+;Q+_a z_|%V%7*6Lr^O~-1Ucm<#E?sb=Ojkw%igop=o)* z6)}>5*W&)9h7;W)aEcTS%z42L>fQ(Dywe59)+wV_IKwVx075{BnZ+Akn>1)V)PStn zlp0S)Kuz8gu-GC35@9YTH-*hB#oq8!%_)nkv}!7JGYj@cT9b94MwhKsmAC46t!^Tz zm+8G+EeTl7z8ZQeOx1e8b~dx#jDQ6qnxk47sF|C-q&6^e&H?c}pw*34 zaH*uK#)wjZm@klk*g-{A?lu-ReMCsZWwkDlfsv>mdX0YB;vm?*+Z1edE0x0T@vl^Z zyRmu|Jpv#zSE_{unaxfY(8g-jlz3wKV09X|ur8pJZO#c1h^vv~DJL4fa`qB)q}S>k z4|_K^W8EZo)S+AC1Qro?8g~t0ZdF%=j%Z!`S(O`j;HR+zR?Mc~tw&?I+0+IjHW7ck z8QMN8Y#H>sWi$Aq3yRpXOZFa4wf7p5sDj9EvRl7K?M4HB#GrVRwp+-y5w3iRQJstS zeP=`7iomuIAq5oX!`LfIi7eCyy@N2b5J(nx7m?Sm5@8_3U@ODSCFjD-fLUZKd1EMm z+K!c!YZ!FGMs{xA`@;JvOX&5!CK<3z8xgD%o4B0bFBxk0DQyN1rDQuN8-{L3xFSJ6 zhjPrf$4IyN7$shAOh+t{B`wGGNYgytC`9O&b;eQp(=DVP8J8}OOJtl&?32*5EiXJk z#LHoOZaI~JLuP?gAj-IL;vvmz?9LGQSdQD6rpvZnaY!Mq%V9jp+QsAcSW0(Ak>g>2 zl!vKHj8p069+oB09fgOurEMDJa-)D<*8we|V7Hx#=W-j@IL84Z^cy^OkH^RE+@BAy zr(jz^XLd_2a#5h0DYEA%r7?0YuOQdWHKofZ3P2;q(vGasbSbPIu>77Rq54Gh2D@W| z(K)?V9qf>rk_aIIVz6Tq2sAtcCe&-s7lTXyNLUJr2vD^qjcvg^>}=r*LMhrD+bln9 z;-U`1{VYviVP$BkpSx$mg+miI72!km!|Y5D`>u&jm+&IW&w+wrVMIh?*m;B96M|L3 zV*8)xLO3HKnvvQPWOOwUJVsKfr$TIzmf)Z`Nrbg(OX|#tG(rZ5As}jIzYym_L`2b? zvH?rUu?rL_t%dw}Jg5vU;J)dKV`?e{npiNEwHs-*x+_q#qEFOhU)v_Z-B!rHJT-L0(S#E*)ysTg9P^=P^V;k!dMB<-Z3o)z^-RikM^)F@B!>syysQ(R zcxM%IR`Nqji}N>~QtRwoA7XQS+Zop(gg}9_)$X~*vJ93YvZZ{Hn}8JN%=s`5Mfflb zysR_3o}sQ3BDWimU$CS5E$$j83qf@fCFYPwrEnNx@_!+LlAb# zba|pcr&6r_)RiXIb`5$`rY6ZF06;2b$Z$Ep09^t+;x*hKa$fp%?D84cX**(BaK2DC z5`~44rp&;pAMr-AlxqguL>RVhpy_(b-4apCU3hK@9CCruQ7omOXU;t>w-pYQh0F00 z@`{=NxBvNn>6za4gFkeK>w1ZI1+hB_q@ViH|1(|XosW;X-{i>4vR)3udANV~_2s~a zZ~K;iQGh2Y`H&Y`5RTvWeLs-L=@0y8UlOJsj-@LcayP~MFaG0y;F#|I(%<+Cwt&@4 zGjaxVlF2@Lqn0P&XLm3Pg@2x7(QO*FYP)1f67#@Z08u7+tH(T-wvP)JP>ZARh_ zMtKyc-K7c=usQEvXd-40#r9unazt$?fZe7zj0I?N-@QR-t1nH(?Vr)&N%l+^t^3PF z(^dS3*@jgT)y1=POIMRsK69P%6BELxfUwiX4`_x!=jEYE@FQWu8=>B_dl&DJ9ph3i z;0t7^&#)m>Ema@!9vsoO&&ar`y8Y%=i?z*4{C2M3cWhGW(+N>aca%GO zn#*~up}sb)K)c<#M~u%ePLOjBcz2xxNGJHx`Y`v;KJT}GD&ds2+p#40AOF^u z%Xp-G-imzxzkJ*Av?VGFZ$J7&|1xjsaKGH;^5P4R>4t}CINsLt%kK{IC;>{meec(P z+cI?BMlhbf^*g^F%9=MAaQ&h$`u)>mSLDR;@_WDdiZ{pL zCWEaDqEd`G;q=Z1ddd4tt4c#dWEMd(I}b@uD-AK4!UwSeGt0Z#`F@(SXveTFkxY!4 z@@Q_9%FWKGO-{KKePS&l09fPN%FwR4uq}Ku$PhyafEqrOS`=OL2C$WWTeU!|QbfR@ zi&^h$`(B$tBkY2-wrW(5RP}u^=%Tb!Kk{!hvF_FlXs*9I0FZWsq)Q%RL_}s~S(|XJ z8WcB-b~3?Lodf5cv@lng@1E=mD=nG!6=oK&ub4}A6~p*MGgZ`L|3@S)41!!3(SFvA zZCXqDN-ZOYD*|=Rs`6}qLUZV%ICV4xQXL_%8=n&(LL(LQ=lVU#7`*P7)LZT!;RNWL zsm$$~&;IYle^S5Tg51B{D#?5SO}n|l1=0xKRePOe)%OPNYSS+Sw;-QfE4IR-)7k5L z(}Tv33U`133d@%Gwylr1`K5>R!(~3-*7I%NO3BO=B4Oyde$dz0>wi(ZYXYKmdHm%SuVG+V~V_RM+5LO%9^>G4|(E4p}6wgXT(w< z1K(i~?ugRX_kw8&rCY`c&zAt453pW;*Khq851iO)3A6izcF;l@6fJW^RECnJb0C5U z6UDt0_h^F^qPe(mMF1+QJdgrlt_fr~I(J^7N1uELp|d>M68SysT)EU zF{q3YRD((52Brmlf2uaFURZ1ctc&a)IfeMej+$+zwLOw~77;~6>)1pfa}lK=D@;%)(-z+QNdms>OF@gAc`^!=!P z!+erT`Mz)NUG!aXiwMAC;S?iJn98@t$-nzK(Ucre&+9wU3%t zRG#3(SFDDar1g#n+8efcLG-(bG+*b(m(R;>R=@+*H>Cf!d6+#)gnf+DI2?xIFb>DV zV8`b5F~-ov00s&{#f7#{C^>IAiC`(R<#JoL)CUe-(NiFM=1AREMPb?!lJP zgp#{-(6#}ss%bY>M}dA!B!gt$mNnmQp_B+nQvTHo=NNhrJYbi~Wqvl@Z_7DjNGF_l zz;#88$SfIoShjL^h>`~oA=(P9oG5V+0i62&iisDvpE^uf;+htre%j#1*FH?$(DAL% z5fQIQW5mP8Ql>=n96$GW{Cm)qc*C#z#;<^D;qGC>=|Fh*nm1yMczO2xtFs~dI$@Go`<|uqZuZaCKFswgsqE z+kxT1>X@!!XF(uP3r`Ty0{14IcJ;HWd&q035lJett<8H}10$lH_5d!Vq!wdXXbpnm zPU}9yZU>+>uiNQ~Dgv6c^)bONLuALHPegMS13tdJ9Nckz6Z*L40WOHBX|?Df9y5ai zi9qlHTTrux@C+d$cxQn+P&ap~h^zeNaJr7neS&q0+V9lz8a;}Jh#>?PMu7lSg#9on zAU!(;BvK$kD7*@!Ep1!MsZ>elDH^gjw-M3GF`Dt?y3EsmsvxggQ_l&8-G~7|+tF|p zfwJpMxfAKQiygb+unS{be33(lu?s}OA$rw!ST$0UdMyvf?uJiwp=-yw1qL^rBph?0 z3v2K-Yx+&O!tf<}&WIDJFI3gaZb|t@H*cRJI3-D}E)xnu@_u8+e25|H{nM50It zVw!w!v!3o|{H9ZbHV7Zg^7j=TSHMV{Dp-+8SG zH_eKNp%qH{!B{ZhXHtyiNi`2|xXBeleC1AtmaO%C_`} z4gh;P6r^h>3z&;OvuX^q^Yg{(oasore z9v5*AR8|xLmSQp$Qvuo^VQp~Yo2#6qE3^4>@PV1%) zW<<~&P5?hgqAo}EQtn*|`w3QP)gTDi*q?||Fxgs_KGv_hKhamfFK}^Q&2D?7=G=jZ zP#|d31Ry#Kzuw4WuQIASmAce!Z}~$TOxjJL-NP-js$lE;=nC06q1x^B(LT`Kt#*IG z9?Z43vEC40@%hf{>a*}iwgPjk5A|i4b^yZfOng& zNnzqRN?aETu&ZrmnYVPl&bK+OsfZ8@3Xs-^iy;^&Mf~hWK%kOxPC2Dq2#VEix?~e= zD`YmPi3 z(A}-Mzkk2iT$w-Q13%y2r$1$t8?g!PbUtEEHlO{EB=24jqJ{18voGD;RMK%hxL zM3u8dqzaJ$s1?JB#>vP-4nzR~P|pPgGe;0m&x}^F{O%6>8}830icuW)IvMb8bN+ z0>J*Z;6*@6K!NHRuz-X?Q|0tO!azhQTH)8l7`qq(5d}RMo%W05-N#&hHi1dl1U%N! zdXU3Kx+{PR&RnHcg}j^o9;(^V2s9i&MILeoCr>=b4>_$(xX-9s$h1Ew?#VvlN`8+&{vTd)!Gu$na zPF3qK3ro&lgw3S}tgj(O^2Sdb|n{=NV73*y>81Zb;WM zcYFvvULs4Hoh%$A70Kq^$zmX^eLPS9+x$K$0wYbr!p+{cviKuW1=*fnzU`%$i9!<3qc~*ww zG-d+PEglsj@*V^RRp?Z4Y%L3@@A_@qQ2oq+x)dT}TFMp@yy=~dx*`dxyI>Qj&iv}z zsw3BKidG}*dt&29Cp_7aq<;#|J5V11bz*45h;;xv7Ha939_;Xn4j-Nd6snu|sp8WI z_&B8PqnjuSD9Mkg1os`-@<{bLgX2t17!asc#X2`%26NsTO7z4iol9deLsD)8``Uqk zHkdBuwl3wR7q^t=)XM&dWAeAn5CSWBht1T`9fFVW+A*D^7CEJaFVy3>sZ6+zVLq1-% z@rWfe_OehHL?}Za3qEe;*!OX`UBi|$z@bYx9N-Kah4FfQ)*tf`M!GEzr8|r?9Qy0! zMtAF>47^@*N6=qUq(JQRmdkcMPH|m_SP;g1fp~v;m~o?VzU%tO+z-&pG*4@Q9A%t4 zmMwGUG~n3hgn_$`Z!wevFir!+oY%g;ao+;~Ki;-(>8a0aPUA+m*zb_TjtZU2oKVRV zPdpUkApmpNAP7=m&Vb;JTQ$6238jVl*(3?Nv26s6K9JftK!KG~rX3*!<}@%Lk%;!q zaBO4cLCVz{B~q|cc>;F>`ksFL@Pm6xd;dt0_kE3D4uGiS8PDYBvUDjdOqiVg{0PpnY&z9 znS7EuUvX)Ob>0>-6!%#8E}%J?F3B4T}(RF<;S;Q(? zZ8N|xH7MrFbx#Q`K)K%#duZJbK;=1~sJASz^cvSnPLSxEWy;UxtD!}F1r^FZo5`La zB4An5m2=VcN=;q0MHQ)av>F#_(8>0$Y0bt7o-QiVtUZuMX}%}T%j=mbjU%BgAXt^Z z`~B1jVMR`jJ)bO;?@fElJ<=eBWnR{8O^?^>ahwj*IE}+F#4ZHkg2I8Un|+b8ab9zQ zt``+I-rLM%iPM=&q1|TJ!!oOa2V_uq+A5@BKT2_bg&|A5iGEo;3<%&U;YnMi3&dkU znO7VbdyJQ!C6sH-hqVX1!4kR4xJ@!LP?yHbQRo`-JjZxihbzq8Api^k=`86+IB}X_ zm>(HWuoW3O<0e}k@;Kk&N)bwl^auXXe|8GpKl+DXktnBOylpT}+gR?u;cLG(m-9={ zztD%C3qR6jx^`5K55M%zk?(%;hreGC5)_DxTeoc2ANkk+Y>fHckI!%21addtBJ*`V ztmpMH4(E6M%ulV@P1Eu$g$xC1E1F&DT*dh4WQl;lf>0eGUiEKc1p%QM9QEjvSJ06m zz+Et>H9ST@JM*RbsTdf&4%7uU)MHMS->{~zE3av-0wJJOd*5Wb_o<^AK61%pu|%gF zYb8x!Ck-j~G*Rfy^($Zd@;sR`n5)diAygP?u*~&Dvys4kqVK5$s{m>5$(|EcUXq{F z6GIogTZ)2eR41+akagj`DBXV(!CKo71XVS|8Tx zN(Dr1ryPio(9ReN*0Ky@7Xgt$SeOf=W_mj_SEs3xt(tbht8=B2B|wPOa?tA(j5tJx z5vtSGmWmLB2m_I(@sI!l5P~_$wbE3;>M^XhD%8S+(1nyUVaU1Ul0pa+BQ*2Y)KyK` zZ|I?J8`k4pj60qfl>Vn#RAj2tun3U~MSmQ+Rfo_DIxF$n{#l0}-zOt$^cCBU)3`@# z#{EQ_N*De}YbZgL&30sLBrIr7PoHGv4zKilVi1y@0B%EcE@@V$OCpzBWPevCt;8=P z+9OP?`GHCZ6H`?MfwVXEHzH(_!cv&mlpfCKcfat$+u!-Fcf9NQcf9k(UwY?D?|S~> z#fR&Q=iB3LyRP|sTb5iT1VNMvHQ2$IPT3umd(+yKlKDT`I!f%o0{f!u=Weeil2B04 z>KfDyt_6r>Sr;Mz@Ynu7e`?+G<>4}vVJtW4Ls@aA_`*vs&vP2_60loFAdWl(ZBR~& z@bPc`?Y|rNa6955mz0*_dj2b4_T?S$&;IDYj(F-uxesx;V(8^3-}$d&Tnk+8(t$WU z1k3|P$o)3XW9q*3AO4fi`ECFAw5?Z$um9G65N>#PdM4}j=hM6I-|K+kbV=#u%cbw} zylnvd<8S+skNPzqzAdT9^+(_KL*q8C1-e7te*T5i8%`Iv#5`K1*H>N~zIKmYUp zGQRP{V#s0EPAfo0G9;ELWe24q5pyxS1PKs`h=sv0IcdO54d$vafWb2(8hci#r2?9~ zoIp{a)3!T5q16Bzse(`-wJ`O31Mt*ABiO3m^l%2RWB^1$5bgMEAX6;vQGp#|YcJH? zAgGPSD4=%90Edk#-71Q*<7{-QHStVsTya-nGjychsrfEE-xPL$&QCA$HW@n<2X$fe zsWku#-dBtOibXV~4$0aMnKAMTivn%c&3)1~Oig5;ZoEjEZE_|eV#jH+Hx^+5tgi3f zcDq+gD3InxiH07Ln5}`m!W|4zjRFdUmOceU#MbbhOOe7w#d`IN2{R#W+e(4Blo%-x z`4$O)9_< z0@kz_^u649G3x_7*IKWaU971Z9Mw07hFHYU1=`(cuiTu})w`o=#yO@+{c0Q6msO^_XaD+V{>^*8?*~F)2*br$^7`z63f`F9nfXP!~I==%OY|4z90JmUP~VG z5fA6#60Sp8?gqHN{EqTC&BJvZBH;n^#t}Q5$A9yVALlD_>1>P5%VSO+u;g{E$48X{ zgrrh1kREGSdvG)gGz#BgLf9cj^D&q;NZeZ3najv94tpYoa>$OC)cG0qEgW&rd>%;y zZJz_KFxV^%A5PUg%>v+>cI z6M?G}mGye|p-DinTz2vUOxi~4vAT+aMEtq6wgR6JpEDambr3@(f-0ds*yLYuIm zv5QMd10Q2Y=lOQ`?C*W~|N4l_-5SIF61S22X}QX2y1eV{|8jny{z(1QU!;pm4BZNn z0Y`>ZHi%#OH~;rF5NG_tFZjY?2)FahvG0%LpZH^c3U3g)?Z5hO|3uuvG{t$_PVw}r z*F7tc*Kl}udOY1W><7Gck9m8a_kSH6P?queR040OEzGb+?z;>004SGrydU713>V^X znE~8O?u%_jNai=F63+MBTG!Xmu@iuZKy!5(7`Eoo3eOE@iiofjXQ;Mkep&GGfQXVs z5D^x}B1pu3Jc13#G@atdIvsa(I55X)f%aIXrRP^rd*ZHYp71QY~DKp|lX7=WSV z0)in#5QZ3tut$9M>~w#crlCI`#uy_7-A&$7nXk)r-fp*f-L_@h%x9%z@Va#bq(IYQ zWKAJ2+;?4wq+vGz>4y##S}}KBh%q1l1qu|32mr2Idimjcxy{$xDk+P_o6Y-;UP7m= z(G7!%X>vECZ)jbh8eFkmbP{%1w_AK&IMvw#YQ*cOv@->oLTKQr>5=!e7+iZ)Re_BS z?JK-f&18+$D{Z(&sIDC!EjS@K8ybq;<^R;jRJV(WozDwy5}7Q5I$8a_>cUFoIuzUw zhsB#;0JCh%mQq^hrQ{+WpOxKU@JVeVy0HcO4QR|_ZckGqb?HQaC@@PY42)t4w&L<| zXH^3<=>&5w`dkc!y8WlM4_4C=dq=V*bKB`bi3BULIzw1irS->T3 z-Q)Oc-~4OVbBH|u(2xE27MH0%mFtx#z3P46=U#A2x0hddch@iRUbah!MUHV>7L>pB zH~!Y|{e8b{9Aes*KmLdR_?9kl=sF(%+#mkZFZnb7O@gUEK^TwuG6xtSq*r(M2_G(( z3k-K}eATON=SV%Co;|#7ot}T5@UQ^KB8kUBH%fL7rQiyeF{U{rJ#pS->SpWY-E{bDtY}t^m zXT6>hTogUQ>5X?aU9ia!4M|mbAy2X-5WpPK=7B~blo%m|pqmk603azmbm6(X)BWA} z+}&Xu`olPcfFTA!41r34^sFpfzFe+)s##jMB9PXUQwf0zOBZ9;cd?6yPzZrw9LEqlMDX&+ zrg&VxxS8cbt*tuNr8fw;Bb7=fb>nt_c}JvreYN49JfdQ_%I151H>MGHxHuWQ)~RM+ z8*-y!_vhC&u@UlP~_u2>Eqx!Gf#*9;bT7PBfsa{-&*i43xD{Bzo{%l zaZ4k->7zd4Z9n|a65Mba-yE`{6g^u-9;%g&v$Fw5s-O|b2 zI~1IgT{&qY9|mz8Wr9OQEK9|x6$F3`DYLd#MF35fsX$U1k5xZWL$%_}AQfpEFL^Ma zQLsa30kleFKy2^quCH_rPgKkPg@_OXg{a5JxAU`fI9~l_p`e<#T@BZI7n_u+TRmTw zvF0i1Y_$@+1zn#&3SCJ}DKP`st59?^s9BqJ$$&zzfC>vB#Q+q7pim6VMVp%59S`^S zhto7nLqCpP*Tp~-`-p@T17ZNAl*|47Y0YWfwr$-?=A24SMdz+rFpH>2)2p`Ys9T#{`( zO77yfK(|$P%2=hulW?Pdxn+boUub4P9Wl(NR2%oIC&tHY z_kP{?{jv}J08YpkICQ|nah;d<``{1!nV(&LK7~^<`Ex?ET$~XPwkNj}=+EXW7rtNf#fawmHUiIo1-kDzg{?ElS0#7(x zrtZc$c5qC$^6WIqH6tG$fatIkyyujm6Pmj)U3)1!4qKMvbx8x1(oq>i9(e8HZWOs~ zOYC4Oh!HL;^wZK^$05o!a@cO;2|_*Ct7XIYve$C zT3X(_Su_sT#Pp})4v*S`14qwO0|YyOv(kVEfux!dPP_Hx5U&y}Yj4b&MXKdcAmFEw zRk{!sRePlr6#;5)T5mD+VmMkCXbvJH`5I$zMBMyNZanS5qHDM|-lte{ZwEW(-ASwV zE24-N)|)sJW`F=@TsVibsCu<^@D;B?g5Ai#Y}}gFU**6q3RU0Ud7J8|I}q=K-1%~< zkObJ-AE0(T0fnHRKwzLiW7i#z)6n%}7soF2T?_$Z2q7TFh#>$GQV4xFOfcCQWKv48 zbIM)cBVdSu0>v(d7>I)ETJ$1r5z*EFD4?0^2ohrlfjBFk*Ji3g1o>sinN#6hG^5LL z5sGjb56}9(Hw&o+H5*85n_7d{j`_two69?H&>ig~TQAvLOS|;_sy25z@9D}nvFiF^ zr)!*;>kXd(JC~t*!fiL*6K|t!tnkg1Y_%+Fz}^x^8o_(?Zby^#+4V!GBCP{%tB4@l zIu^HOxn8a*=aPA!KDry?E6Bf5r?{GNi=ep{8zA+#sR$GnPAr$3b~c%g0|sn6W%L0% z9N8kBVwT|Uh{U$C4T@AjZM)Mh6^9P&^iXeWAVZU-)&7|JzJqY%!o0|GVhPvFAYmB} z{duP2e1owpkJ5G1VO`)Eo!1oxi7dzA#1tr=Y2}f_8ZIGrx6pxvaT_liyx%?B=|YftOCupEITcO2I|jT@&^#L(vh<0_$qc}W0e z!NbH$IjkVVlJ19i-8e}s$cJ@%v5!4=L!y|jX_&7CLXHypjv`H!Bf!!DG=~QprZI%6 z@lZy0eyPk=ut0u(SOasOsHq%|2(`W&?EE}+gCYtbm{sR=0FHYQY9m#|I?mdL-N?SG zDRZs#Q5~M;Kx>??-Nqo2$~*FN^8mn(9u^Fx6aip1Qfvkq;VV_dQ;zo)t9-R% zFLlK4MhNxdJ()La&soYyx*aS+HEW+R1Z@m0O7+qnZ3#9mRjc5u52GiM^9q8h7$v*2 zi$AQ&&I|zUnE|pN_)hh?S{JC17!xAZhH#)F07TezAr3KZx$8SZ7{;-SVd}dfh7c(r z1e6#lga{!5B2pC8GH)d8LXmb`l{J1wF74_kblv=1bpQZiYqtvlpdbPZiXaP62oX9# zkYNHAT(&eV+qUIAubMYd!MFfWh~qR;2q26U8o1ceidn%X40l*ye*F7FU{ z4RM~8{W^dOKow%bL`0D!69BB+wo1G^9JU)EE^C$pULgX&RZgdcd&HTaMlkh^($#57$J9FLcDJ;GhMyFbn`PApqszKwCpaTz9>e|CuPe*l^i zhH=EMA6ER2e$N-Cbo;Y^?!Oj{+hGmD%y%*8Kl)$)i7VoZ=XZqEK@d#okh*~J<#+u; zDBUl-_~Pvv^G&)gF6+cHJpST~OsT9Z738(2jd<)Mb{ll%Cg1;cU$69G&5sa3B=~ti zgy2PTCRi2fkyU(|ge7l624c=DM9UK+B&!qAq8xH^G)(Di(qyU*h3XxUU`Ghx0;%n= z=~9FkI`VW{1~U|Fd&;_PS8r(FkS| zc^485;x)KnJc}Oi1al+99zZuig7#dpZZCDmJ#Wlw_$16GYO}VkuIHu^-1_8pp#l9;Wd)4Tq_p#(o@QKgMAQT~9FvH4U{CkRnk) zEeg~IZ6So{T~T&T(kO;5#BuCThv_)=<4HI6@a^ zwPM6&VAVYCiLSC1oG0CCSF4nKfsJ-e&Uu3=d$U0v=cc;dUd336&ORmIC;OM6VHJ6!LeR8YZX1)cWM6GPug(r(a(;zGk$rP{0RG^%V)PKf9d005;(No85K>-AO& zYcA`*6^G(}G?nM}e@kV8_PH*A-9?+*+v1Z5q*AWe+j5&xAYedsONlR11+soOx2WqP z`ur@bsrpWRoC1zUsgx4R1}3^c6MdW5JJ^cE+?IZQ4hv*@r*&Ffa7B&iTa@j3oCV3eTyb6qyfx;!AaPN z0|3lP0?dUyX$9Pv6#!s!zE{riuw7f91`z8n^^%H`cW9t8UsJM;!dcO!xl=(zm?;EA z(B_l?E&`|m2(r@y>qnKH!Tpoyi)=$O)Z&m}_tW{a`T%`WXmFnPK%*&Jqc0;jsQo@& zELz-=ypnq8qL!iq03pT@LZlEw3_%;ps7SVUupwaRAjA+Og^psx7*O?D2oeHzk-CUo z3|%A&`k&Xzlh>&Df>5Zfr-Hts{y&DU(<=Wi#-Z<~Y3yQ9f~@)*1c>l(I(A(LWLCJ* zveJ1?lOO~{eYz<(!n&}&Z0P5u?Zj`@3cJO2yot2~r*C!J2&g-rg5osH?-K-jEP9^mt)gJ~A&=BU}#0e!X252rxX8?Q)2Rhn$Fj-IHRPNveOtBEpE4bT0ecYx5-NCLmxl#lVs( z1(YDr)CvQWb$+XEWqqswpmn3Rr`N`M_NhKm(@9jLSlCZ-4@xZ_@EDh?J>@=t>f8{| zmaOM6xPlSpqJ|l>f^;lgbeyHI!9$Cyn})C;<=&xF9TwQ~!Yk9%KO3anYs>obrF3@? zB6yz{^lkE9zAj851R{+-0svMp=sFkOpcDlaO(ua4xCOwmr7hGLhg%vNLV6_@215YI znh}7|Jk_Af3+S1QPjs!XKuxM95J2p@I1T;9>!t&mUPKp(D)+!T(wPxbKQkHY>fC%o zCe(IIZxa%#Q4@5~tw>ySPxWqyfD{5VM+kl2O~cT2-OzR0X6?^Z{>Mne(06^*99qZW z)mUjy2lHR)hr19kRwM?#+%6cJSnaLYx?Nu%5+cG=hDyJ3jkL7Orp18IJXvh;5;?wYbc;<8RzRY z-^-K^Z~v*Eqf@s&Pz-YdDA)&nknY)cfA_zDAPFxSrVjb`csgMzA-wHJemwWLAaLBq z^N_*~;dFo*m+i&8gr$Rf$d762dZMsK98PO`7?yZA(Z_t`n}>nQI)3}NeN7tY2qE=1 zV)@c9{c~YRAmPvd@h^U$4sLKFVP2nm-`DVEcqZ{-dw%Z1y>!bkhkSh9YfdX|T`!N9 zB5S#p*a0Jy<5F^*wm^`La1qTjtU)(u`PC>Qf~FzR_{ZUYAmtP7h5!IWz=A5+0+Cw( z!TV4HpgZCaTJ~3!0xtFxND*1lvDFoL4BvUdu&f9Iu(e--ia-HSSW6vDC!sf+uTC28 zZtT$}0U|^p5upIAS@N|RCm{Ptism-}sK%L7BeE&lmeTp;RV7g~*!KR6CKM{KVWU@Q z%A-m*wv0ulKDIu7=sH`1i>)s;aC~RD4<81k_vj?+6xH za@cNKMPovYRjyW7EkGB;IP`>m^O`JxX3_})HeWf2fdK6{gKa97Q`(9?!Fw%$Cr2r% z*8)030S57AhlE&D==545%3MMhC{m1OP!SR2q=>K^`e7Jij7rSS9y1VErKh%8(UeUa zi$I%l(>wOBiFOa=HOXsK?H?Pq^N>&7HQfE~TGTBkz}9t0$+cz9x7kBYfU01$!WO6{ zrXb)=EL=O9rLv!pA;S8HgB2xOR4}VScOwg|+_j@tUlP$=GYZ6+OW~Z-`SCnoXJ*qe zK0IeMC;kc;q$UGA9cDE_#fIkJayD`{z^Wbrk&6&PN_kn$ak`laPd!s7XonRWO z2Jl=uc=oT7r;y#3IGlJsXU5XU zWyyzFy4>A8d&9!ZgxxQk&%~Q-_fwCw#Si)wuU)fHM?dki@4nB0;~{Jecl4$Y`~aAz z1>PX^@$%hmTrNv#_bb7#TTcLshMs)B+L@3}>AOJ9bf)lYn*55&>RpgF~ zg^0{64tDe_c&G;JozR4-Qk-=*X@voPoiBqkNzLPNIby`W4-wdPc40-)PWlFW35AQW z4vm~U2mv)(M*fG1Bxnz?4S>26Wd2}Bts=fqHcD*jPS8ExyCZ?x%A&hdcPFwS0@Nik z2ViaTsf#7L#z0*crg4m2v^fG;XTU&!deVux!d*Nzor2cp(Lj>!yb=_cOtO=($U8~a zvD$C}-EPFHVhnc>Vn6^E;TW}C-Hnf61*2Wp#TbF0W@_jnV>LYi8ebVzyT_{{x81Vo zA7Gefw_wgf4p7|R*SM^1Ab_(~+fZ}|Ab?j*_y}qxE+EQ2aN7_n*6hkkP|joM4g++8 zuJeE=6j=ZB8>(6%A4a2ku_>xAuWTVJW$+%X)siEc0Tfw*oA9f)_#d7OU@) z^C<4d*sj1=ybt>k7z^71gF9bfS(eNB;^i?^N3nmQ=O?&4Zgx26DMh;wo?Rw&2307v zku~>jGbL=3m16;bDZ~lje81q031mo{+%t2Y!yz3@IUHX9TAuSbBQ3+Lo;}w=4`W%E z_`V^NX+b2nJJE#%AQ!e4lx$X!<|HTu&?88wub96|7kX)Q>|e=U+|_BozrON+O5s8SyQ|(~Z`7Wba?`%x-MChBLzGDK_d+J^wHsr-i(r*M00O`a zB9Ky^Z}YZnQmlmq0G8VQ2a($Z{6;$m_ihLX0L}!JdK!pDpr*tX{qKTJJO8QW!-km0 zavX+hm--uSmsQ5Yn(q4hF4J&*@AtmLp30%*(+Y)-w{jO>d*tQA-uD9nbs?`K@^LN8 zz`yJRKTHCB(EEIFA-ETjoa1d?dHsO*`#>qwLFtL^F2fajfD-Ah%k#F<6z=DBj)zmv zw^>B;kpo7)Zrf3&?M5s0v5Rv;Cdk|!FORpo!(rOCg2%DXdC4h+>&#Q^2VOUfD^e$y z0I;QvQD8j+!Kv%R7G_wT$Ps`&CL|t!MRPxiYe6$UTssOjC6P}J%K0AQ}|W?`q)(COE706_h~r`u9hp=lkd zp)v={P1QJLv+N!s)Se?mBv8oAs-9Y=?i*otPDPd1`eehm;!)YEw`|NF$HQv+ z_)dvi394K{+|O%cbuW2qJ=Kzi>?Z1r^&)LTWSPdHAN%>dl)}rlZ*v#Z*>o)=veirY_B*ywH9 zmWWV_a-pniIzL{P+mdtfv`y3D%3PHsD}O%u<=^^x4}G@>0ftDx9iF-kRhc7*zLj5zeN$vTef`4VL~Al*nxw_p^0;F1%pIiHB;l6uOAX*j2?hc)%XIKpzB zj`{jH4n0qtX)VY8aUnTg849E@Wmt*&`;gx~jYGMxoLDYXm*(4W=x!_{_Zf31yxq2C zEW=|+-ufM_%1Th2P_Y>X0ZDU0$i2qsP-BNe(Z6K5E$S@Z=^>4)DA^+dpq?3PADS8H z(2uHJsH|h)(a{}xO_hD16fgCl2J=1&0066CM(e2x23$Q3p&2jk6eSQ5O9vCnCHK5{ z7B-2aXxkB)+k+s0j{92%z>X`L0P{ zPooJZ6WFJ0?$*rL%5H0vuWMREMY@n$Df zCmDy}0)k$h46YQ#QwaBO`m-Cv;kwse^re^e<%*a~IUPeNX`B0)E|ei1Cs}yzuFr@% z?wIFz3DY48hujAcj(ICM3}H#zF%OBZedvdAJq+cc57QQ@4jRs3=!p+j<{{hyEoakMM?sYQP$L5@5Gm* zZm-J(7E8B9vHAqpZ56Lq8(M0}M~xn|QUrCTn}ZOlD;{gki?#IDE}Y_Si5)D|!7#JP z?m!KFmr&cjxHE&D+tl^yei3CDK@CkAKiQEt+QZtP*{mJaV@hFUash-(v7=)gN?W+2 zGE#Hmi+^j+6??v@y3RimS0Mlf=-BtfHBh~wv7gj0vDY4GM_5(Fx@dZ+*(%%W4IMcG>d_SFT;!P9B_ud;)tl}FPpx@$E$5&4rOaK7(>N*=&CFZM zsc>e|E-GwZ0YE_YtP2Yl$tjnVOU_&hGcy*P8G4_3k!PE5-%)<2KB19+B8gXm#79Es9 z_50Zsm5EIA7*2o69B8?wP5nTX{(D0Q z9L4U2tHe|-&-U=0mTOm|tNWcICqOP-vMlp@emGyRH)cIBN8HJ~AH|;Rs*2j-(N{9T z?yo0m5BCD?mCNS(MklApW1iQSUwnDKEjblndlv!7%eBCygSgLsClo6p)Yyjrh_%s> zot&u%+kFOY0`4BDo&W)Wt&bC*4hb$R;c)<7Y2tFsD_^s}#@ zdSY3v3sSM+wNPjWHK5fA+i7Q@$BVWMc4pGxEg?xhm2MNH9rhBaFS5S0w}`IDaiYKx5MX|y}(hKOB^<2ZzX z6apgV!YP-nl*F>+yrjHtSrBs;sdEtsK-NM)EUdqiLJX*fshEYAYzaLYWqnMW=`6f5kRGXDU5{OFleD*TQr-xLG0aD=xX>0dDFXzXL!XiWhPny9UVKwYn@3+&a z#=4%vSJ9cNYuUZ2jPDVaUGYNGf7ld1iU1dRd^kV<&gWlz_lu7&JFmoAN*q%6k*a$WlC*mWW_ zT=KGA9&Qw`{W{Wed-?6B$3n|vSmV2Y`X>wV5)TpRCx7l2@_3Bv8dv(opZvu^@>=qx z-2L>={3snd0*X08j*vpmiLb{vu5{~qfNNaJ*L>6W#+W1_AeU(zXXzx~b@C;D^iP(! z^cP&i6z?waJOmsN;`Q;NTaOD|x5FW%C0qdSa5&4m#+Uf{OYHMq>8^)}2@@s}O68OW zIjrX^0Jy6`1ZwUHLhELy_?Iw7;PiA!bJNAO#fFkS^X|`>ClY2 zLRQ@j{uQJcOw)nuF=vd*@4D~cJwhC!@3_q_1Y1M<#A*z7PL&FCZBw2|OqZ9^-uJo` zbj)R+p{D>MAcTO^IQG-HT(`g><#Js%B+3!yt&F1tf?>-@82dqwOph^Q#1K16`7TUE z5VYM-;GC<>00984v&1BYQz@n7!XO;2JCv49F-t*UkU}Vu)Q`Y<%Q=@^%o&0Nl7(VG z!Wbi|Mk2$9CTgBt{@HtKm@$?0oDCM(AZ1>Z5*7t9H#`*ceOfQ8Z)1TP)q8sqxX+j&ZH9XdQQUL~F)6uvIM z_^y9*&K*HMPNCfThf}8LVe)W3m!h@a0%l-{qAqr)^!SHgV1$(%iP_qtCYC$x(;&)_c;ccWsdPa zXB;I`5x$>Fk+NoZuj2`%>-y*3{rGYOD6*994)TLWanMj9BL<@gVM`>zAV&9ktdx+Y zLrRM(69R*VI_gP-wgqVII`p_i5Rf7m5D@pVRzD+(D!Cvb7oiYDSoEl%CxolSR9*e8 z(6Sb!@15H2)TqD^Kx!+!iawb_WX^~vMGNgMyvxOWV@7afsXcnMFDWy)$Eg|wX4t(|D$nUoo9Uy5di`PeL{#DJrYO36{D+oG^h;Vu-YV}t+n0}s?ya! zf=1_DUQyjsKNQ-ow-9};0Q1|nve(^5(jHYMT#KUnR#lONgooqU_3?IInM+PQ3y45K zkjycL7zjXO-y_l34+x?M{Y=NhI8GEp2(e&^T|flJ3<$yk%v!FZr|4bJx9jz`uFJNi zZC%%SAq*h|KnR3=7b9U8=y;l@u}5SSC>dCw6lN~$XRhhV5;4Snh!m+VeARNEG_w%bbV;A`qc401E{QF&36mcuQ$rHx`l7Vlw~$pvfR8svVi_cOck-D8xPK zxo3Xo3aet%-TYny0D^#Qhb-1J*o=IoDk{g0%5F~8O>tnYBr~!$09wCqcBz0gF^x6m zV2`k5BLcCG_RO-a>*LFhm-98}j8c=KJO@Yr_KH;(8#|5WQ{QX377Tmkb?p*coxPR@ zgeRN|?wl4e5CI^Nb19{)>xM{O7jKt&oQAt+_uUXf7XVvx*Sbx(d)^)!_+FbtL?S6% zk-2%Htf_(_9zqf>da%qF{GQM2@IdkMKmEu=nbg{vus@=TA`vT>3PIK5xJJSN}UQ zLzdJ3^&|fr*Cm&TQDWT2JZ)Ig&`r3&jmv@X<3H=o404riO8C*A@|oZJo!^$`g9Mhc z!h#$kFvyff>>+PBj-h0XD6_;uGM+o`Gr$e*-tUdmcE#AGrS#8U_3Yg*Kf(<{EKY)k zu24-jr3nlG;zeZ^SaP!51Hy{;r`yr`e{%tkfMWHf47OuXYEbphkKH zV;)7S%=8}It0m{9Xj6>caeV@wLf|6-6-WdGz$yg2yA=qt+D#fUs+LdXz526i+~dOZ#1~K)VCB;Y!6f)fxtW%eDGW8fr~N82WA)`Vg12We&KlX<1g_ zYz_$`<_v(s5{NJ$Ax+bGI38a2y4N0$$HQTWedL0%ix>&2Eh3WgI$xGwdgt@+c>B99 zmn)zY76J(X$K$adMga*_(h6zahOU2n`Qg>Ces($?0)cu(5lH~_WOf}ih0yn7?0ReG zZO%wk?`X^s@Ai(wdsq3ecm==&IuVi&7)%Q29taS z+W`!!TE}+JtJU-@bY28=C))aZnpn%jR2p!4tv5I6X{23u5R5|ih9^|5sj7=ww5wt` zzZ3w}j$BMvhuFRZ<&FGmAiG=5@`>vaBgj(=go~`o2?$=J!>%i+fWX zLJ6DHMf3x-ZGI#omgs<}2i$-g2Fe2H^~CqbF>zj&?)QJezyH_&xBp|v8)km(8(uAI zK0+>Zc+K$oYkqs2r!d4%|CEnL84BGvUqA6PKH+=6?(5GJJX`Y{KIB(+fZKRE$~wKz zd%f))?>rHbEN}XaABSOP#y;fV`0*e4W8d+^=~M_M<}vn5%6*^`!h7|n$K_*wlxD6g5i z>)a1VzN`{TI6`@^=i=KR`+xG)U-L=7>5~lZ6QIKx_Rt6lbYo3kc1j5LgB20{e0Na*ddj7>1 ze(Bv%@~iJpU5CeMLX0O%cREamap);fjL~qH5gZpTBEY2pKuVdJ zI~or|x21Ajmh1JJ3+KW}WX)U=&`y6cOk%MKmv*+5y2@q}c*?s=XtY#Mgq^B%a&0nQ zx5*yiAkAZ0P~|Q(_qsKFY01U_P~9YodleOF-s4sEro2Ldw@`pI-*07Cu|7fCUQv7vwW3~t z(^m4!`F088<$An7O~+{*2MVYt#ShD46RVntZY;zOK?U94i-^p{;y7;ODmJxzbz5J! z%dh$MZ~CEs z{iD2`V_s73!<}&E^{~i05`@sj4C~nAkgL=FfLonrw#M=3<~5WpT|B1!87#3woDjap78=u9f01ZvXl^r3xnkr2m%oh zBa29&$ehJWu22Lhm>v@W5g`I*AtK>=2C#cDTpvQ~U1Y9QwT3iN&P_hkg+@kP^ogvk zTjZ&3(^kCfwI-@?tk4R?YxXL{QLEnwQ57>;@d5u5nuX^rooCqa$ktK89)-A?lT#%5EhVC%-vFpRT-u=SMkB>3Zu{%*94gPH< zXD(d~DRV#=VmFQb*bxL&2J`g*P00)$osNgQ<9IwC`mPV&^8yW78b=Tj12dr~F-ge` z(vMvFF7^TEZQW94mRwj6H67IznA7`CA(rySGTIE`NGk!9Z+Q3ya{otmlWv^W#P1`fMElJna)2Wf?CS zk}|0K3IOTI?G-xSpZ%U{ut8kd0ce2g{HisKPwZw;M5>@$0IX9nfH0S>8!*Wsg?XgJG4nVGQCEBJ7@VLH%O@Yrn& z_oduVvR+3x%!s3;r3jSqZk72yu3Qd~rmo~Ehs%kM7ntU}Fr6@t{n+X1E5VuDT@xlf zrCG!dwM6R|#O^kfmWhQGFQ~#oQyxyc4n0gvR*!bG#2uZ0cHne`sr}KF+oiQ3sCIz| z{0M*rLCnHH=Ub($>I%n7?iRJLaWWGD;_m_g+Ofq_3WN^at;8%CfLSC|;x-GVhU#1s zD6utZZbHYSSk3$T^ds^0XfIa-iq0A@x_?K%Sh$3M0nIwFvJ$(4U{IJR?%%TAF?Oxy zX~pD~{iV*sN8?j42C^g3X}6CSuJBE!z09rXUh2Z2#f{LSczPH3|FQMo;o5CmT_8Bd zm~*c1hW&jfbGckVF(P8XYgUpZMa&qw(5_Oeu~bB~w6&jp`l;$Fs}(R{C?kb!ZUZWk zRKQD;AP5FjP=avpJ>j0P_nX#QbIvjPk1@tvYaeQ#?|k3h?_TeE=bCfG-$)`_lmdN> zL!WM^3n9gbFWg&o?VTKwkY%C%SER{qngTNFB-JA6Jf8*{!{zT#vZDku;^aezNzB0*@Pt;X>|gAbI;6W1cdVb2(4f z>3DbC-yMgs4~f9LJLv))r=)g3&|qo+uqt9RAJr*w8(veXAjSXy*ZpanC1EUBB@lG= z+D(|DNQu%Pu25q-V0xV%PBeEn3>_{3`|~+VM8wk7(o?!|*I$;roAMt*>@yyt8F*{A)SPs@iX)h^Xo&-oj^?ko49 zyTmM)?yyJUzQb$ip>zb($g(V#DFD;3KgqJoyhPc{czc-cj>8q>gx5|)2p`^fYnSAg zf7++DE#KNEVBPkp)@n_jLOF5_tx!|E?qW<&@?Y?(VOUc;r5 z)$&>aG`EF$8{A&QQ>&oCjcRF*kF!_v)J!urlUAB2Xv)!%SvQo?XYe8d62w5D5orqO z=Cutw1^2@oQf^=5ZYXN65X-0CN)11wmgQ~ELmMyP5lZ(7)(ye+BkZvp4FflRT*|2j zBv#}GP`L^V7be6$#V)0s^KKl5zU%v*2!%Q4!ZBD|OQOm+jzNS|N-@Q8?1!$aT+#A* zD1-nYPym1_5u-LB5&%BzLx`cnus`gNha(6pTp4RkUFuVM z5KdhNU{ydJ{&2<{1G52}Dp)OwH)UbtJ4=hvWxg z;K~Mm_p1!q_9W6~2w@|Zt>E|5UyVKIcXL=}J$EI(M{(kH33@joVbLrVVBx~^v^>0Z zx|}a17k8r6CN%pK0GOpchmofID1Fz~y|NoL=dbDM=A*;<%g0Z;xvQHi&69Py_bVJ1 zvCXxH80wi>OFXQ()KY7y*X!l!vrqSjeN2&p+pDWFv8upToo-GAH}-__rd#Lw!cG#F z{!Hina`>xX{KXaN`sy3c-MwR^9pr08Ub&<6jbHbkkNtTcCk5a#5H7W+umAFY zCjH_4-}4_n;wOH@1*jW{uXK>^dw=lzhs6Kpd%x#re9T7zUr!Q47@rK6@A{YDTja*O zF~Tl(bD6k1z54zzLKhA+)vx)cul=Nt|0T;@7_Q&^?f*);fx~$>#k`;C%*zh*GS>bk zc|^`L_g!D5>}0A`x`cBWvF5y#>0zFpyl~hryVFi?Z@n+Uk*UPKhiO7YP_{71W#f7U zB(zwuaRWbs`c%s)zD=LrK`;Y-RD`^)ZjSPX1$84=` zmq;|-Tm&hAn9YRfYiOpYCDd4SFoeKXE|TtNgxCkHjh z$`(T`j6~jh^X&$ubI3}Ro8N7qPQRf8xf`xprNCNzjt!(hAa&~iQiy>kn@}TmWI2=d#Rwgb)AFcRhLbKtcB7AV5GIQmhNa zkh&PVL}MSHfBv}_pS%0ecRcsZ(|rKI7$wFU!mdwmT;}t#P)cLp4}HJu#~6JYmI!!% z*JjS3ZI&Z}8e<0F%0z$|L>Mp-G7<{JS}Gv+9j8c<=sL~QvH*k%mA#EggW{BKbel;> zy}J@H8EvsQ1RFPkEUM~ODY;r^WC>Qy;?bjbGa4H^tX~baC$~TC5=QmY*J-DgbpMcZRf_b)1GNLa!vZ;_xgESJxvk0PM!H*`mOR&3*mvjc&(UtPdRVT! zT@tuIVV<9oy1(R@ro)rQiEbPt0dlF+rM|v=;Ih9Q?(W9Jn34{>B(A)ADJ>Y{cUgJP z7!VwF14OOt0&R4jPbm&^q{El|l|L)A%ef;Q&hq|e#^-NcOtiFxw^*ew1$NbbG zM1t#g{G0EdYv_lFXN<4C@0B5hONnq8_veayDNpugI{mY+{^v^)h!Kc~M3n^l(oF}6 zr+G#isg&IgCyC3gVk!M$xZa=-bgdYtr7KK#W4+z*{?*%cye*eG1b_&s(zQ+i&|*x; zp#7PI1%r0j0t94cjgM#-4pS1=rpqFE;#pqSs#riY3fNjzk;+r^?WqmeV*zq8E&>!p zDrzE=!KWZ#Q>+j{@2|!itY<0U!9NjAP6WmDEgJ_!9Z&@CN$n=8l8O2>%oVYry8Y&c0n{aYLG?cCu?YxR7b`P}Pr69V354}ze0rGR41jfqXdun-3Q zW7u42)iVtx3wITp>? zJSG^njx1c5ueWKQa-<*tF~k%?u3T#sNVhoyOV`V|+ohqa0KD_g#=RW+yKIAy`&m8w1k+XnPqSW_Y8oHEX48et{fNY%* zVG&@BDsLQn+jeVbBOpRbp8;b^z^i?b7bJCa*vUe7S5`)K=<+-5ENi$Va#)RcOF}H_!QYLlrkSb{cIfhh`tR9bgzn)3;j=Zd~BTrLmE0 z0HO7?5nCumL>91ne;SO>Y-^MlLbW-@s~xIIw=#8i??P)rUH0RG0` z|MPS$7`j{S`XtN1eY!07yB|J3P{1xvvm7BFdOGK&lN7)G8^3Hh_2DQ0d7pC(yGu>D zhq^h47(&o( zrx5&j001c%Xo-j*D5$L+iEHah46U)G)$XiLivnnX!AkmK(6P{1D*}Ly(4!DEMa{(| z68cQHjp>NErdNR=0276klK~LOr$v-_m9G+CINuOyHjp}Tm&l|LLftG0KlPU-$>LJ<02}DXQ(naVaKuBGmCy8Ct( zTZ%w4N!d&uD>2tPI|S1AaFrAz5yhBN&T}pygy}ZVB|}*!`+=UWH0Nn!ggFXlOYrmA zOn7clWM8U@SF;_RYur9_k!x3yBbRJ+hfW0s8lWkKKnP-!+iGQlm8iQ=bx z#;=e}!=C=p-}(oKbiI@aUDprr%(Fk~$z6Kj>udl1{UL`q6sRMl>&JY|r*%gurT@~b`CS0vNeVg03D4tL)C2pXBxqFwTq%P6IJa%z(A3Z*qE5shG67K zzP73YLyo{ZX+h&NdxCcPs(A;;ko^8HF{n+mg{oT{U^Upth$2*??(06^%yFTQl7hZVw$N#tw z|F9qXVNaibw(q-s7-EcpAa;=uBhk~l!|^a4$Fc7cAaRlDRxY<(MKDH;K_9W}x-Nzo zh}K?f)-4R(m~zox8Dz445-^m zP7S!8sK2P6Zq|{X5NtF3w71`C<*duajYVY?=l|N{wQs=f)kb2pT@ew8gb=LHofai| zW5RjK4{tp@+&?T!Ru9N5^VRMGhwZ?O2O~&w-Gq;qj%_8bfYHgnu_wCais0(YpV#l- zg3!*_ZZE(6OJ$9((y%2{vgQOUk844Zx^Z@!S~)NIdcM7`ZON{aW)--AY~F-#2%6}& zI;B>Rvi3xCC+S6Oa%uz$x-c`;NLfJ?4F_ve1% zE>J$l?ru*nzxBSmc=@!C`^5R0B2|pBAW_6$^7B6~Py6ThPfy`2hcPcpiT&-?AG)EW z`f;E1sY|J_bX~_s*a4JZ@r!+b)Vh^`6)l`-Nz|~ zu{+;{a0IY&7PIKoXK4p*0?riAn$QIRo|12Qnb@#?`%fcVZB(013RmeTuB%qdLyw7N zLj)^n5(R)(u}4juGIN9W0fd4#Y1H|%VC885xZldFee8c+Ej{|%>r_<5IrQi+${J+ZK7cK1!GUcq0SEw5 z=(|3p2mpD`DaJ%$H}ri>cZdBuKj?!#Py&bQ=@>hIj zoOfe4;61{AKMdV3{|&#Y%iV{3_=knTv}v6ldb#_tKlxqfARqsUpGakx@C5r?UhX61 zG1G`Na;|lE#d^Rc%(76N%9sPz103i1)Uix_NCI`3^HO`teck0f(6YOxQ(eZfmkZ{2 zsing(;TQvRe}-2yY{ z2q;|9$9~y<8wiPD<>~||yp|0J01zQpK>!NGUYH4N)}08GuY?fETVkT!Q$(xm5D_$c z1yO)CYt+lh5g<@t*XSZFRoiT;^NQLUT5l^X)`D4cKXrBz5P+?m5UU54(QynG$I=mC zQ*Y4h%%;y)qBq`LjYt!8TYcgEUN_9^=~>RPs^)bAD5~8LOads(RYYf%ikr_S@@SPj z##!iLn5LJtA{aNt#j7KrFpJwKk5;%z*L2CaTFfrln)}<{M4IiXy~H)nN`zh49d`Tq zy5zhZ_WP7#E=%9jVb>k+#@&$a#y-TrcqBj&pg@2SQV^~HqA`wIMYxhAeT>$?T**o+ z^8jq15TdpRv$Ur!XpJ0+Fj62EBoGccXHA3Ur9M60?RLWudtq5lm(%&Y%sK7H{xF2y zAOT1M0kSI+EzkCB9%wRKt))kX60QVcWa1YYETY7qt_&g~R2Cv+5eg`^5@8J3cWJI= znllNA;S*X0F5B~Oi)yjMx1Xagq}ee54vf2<+N3#buxnh)V-UTMf%u2DM^l0i+T5Lm z5UU5qYT?scr?=jGYgsZ^Rg(>{696v*Faz5m$CaBNWu+>CH$FpL_20^%{a@u<($2#D#}lcezn2=aBkBB}`-Oq<}1C#C(aND;-yep^r4zC9?DtF~DUR z??$L|o$^3*4b1(GBuORdZbRq_?c()~R1$rsx`b3+a*!iKkbRYr* z3SHU|R@{(>{u3-g*-C3&qyv&!V+f$7QP6s@nle~317XcVvEodHR$RI=fk|kR~rHglu`@<5L?+H8!Hmn;cgTx+MrbZC<3nxH~E4sz};pVY+Y1ac#{uq zQrm+gdL6o6CEn;kJrsntxtcF;EnDsMgc(#*0S17lcX!iynx?6g93w%WLKi7wOh^RL zQA-ssqJmyEECtX=teFLXRUl~7NfAX0)j+V8J-U3xfXJ5bpbFTOfiMQ*S}hIAHcq;} zCkZH$r}=umP1hyv`X}#tK8{J79H_-%?BOSZ>kh4Hl;*tK0D7|wJi!y&o0O1jrj~ntM!}w!DXvkyMA}k48riBsur+Sd zRkoSP-dRc7;p>sR-D!krzP@Iq34{=8sq-|S?(e7D1OmZFcuJ$`^(Jn$Zwj9pWv6Zui?@?91~ub*dOYd0rGM;jAf~F=wP~4?lVB&?`JqoAyJv7T*u23>3O8v zyiXmZQ?4-3;mLt&ea}~XO^4X!-R>^U^>l^!wg2i{Ynm~iTYs54v*ch4hY=xYU6JiSq0iB{HT0 zXyAep0~%5%0N$wHho-B&$#!Rh$zVgZ?&7*H(^w5$uQgN8>`hbtE4x@^!o8xF;=D3v z3-+mtEW)*FeFd-(SU}kIfq*nb8H`Y&^$dcIsB7EozjB&&l0pvz z8v^QnnS?-H7gG$W3+{s{_ZcPX<(5CAcEgrFadqjM@4kk(&{t{~(pMNVokg|7Qwr^VJrIu-WZL zH{IGO?T)^4%|zUId7Dq8M<3n9MPobr`7x`jTvIE{1q5QPvdra;54?W6-C%VGyqibs zIMZ+!We4{w^+PyPJl?+H+rQ^T;V6hDMWLGL+rRfarak_^zx)0NzFj)Gn|P!{P4q+G z`|p=y|F{3f-=e@&_gR){p}8CW_CNWjBObr+`~ORwCV}fP;B`Ms#P|NE|60TJb?^BX z!;aJGOel1Bp^oD8Bnja^ea}}3o=d62B;WdVUq2!2ZXpi*zIq;DKk*QDuv~v6$`BA_ zDc}C(U(1r1PC)r8{{G+oyM#6KB>;TeH-29qu-iex z0u~kbc(#$LK|9hUt>IvXcbT{%LZADC05)1n-8BQ0G+SUL5wupq#>;kSh^}TZgy7Oo zPuL~#2I2;n`eb&!Q0olSqFF>JfQZ(7ex2=y0PG1h&Ri&3?i)ftbo3SsUDv))EL>|{ zd8z3)ZXVZ4l}+uMEHN%H3X?7IOXHB0Rm8Kud?9PPO507_G|w-k7=^W-*e1nO2!N>J zPw*oKmtgumZ89Q^#Rz;FeUrF;K=uRZtq{Qy1j%%Ry-q$LQNPS+!k`1$*E9`#uN}Q5 zU1;iyrg%VzAq0wn_ILXycX!N{SrCbflv3tpky^M`B#9By5Gh~?A;uU3>N&PD5|J8O ziyBS(0EmI~5BcmtBbY$?C&p+q7YUIh1QM=Xxzx;DV?aXeVuvCql@L;w4tK}nb5Hxb zT>)SaX0BWXIE0|S@+NA>Ai&J1Ba79vGGWC=MSk3>MvR*LtkBX<*X>4qZX0ed;L+$1 z!Z7sX(D!}Pl$rLWyKYt<=^PYn{)dyD5lQodSCa6{RbZo+LMvRP+=qVd2&?VpV!%lf zA%uWFF-pV?O(YVAye!jgs%6te3DKb3m3xd_T~)j-J@XMuZCGzrHXD^C&6wNzX5xRK zX*k^85!Tn5_LuhhW1cp3xz%PHJ43cdFKQS0x^!kEIwArZ{hcqjk{1yL<%lpg!Kw*m z=*X6ua|obk0{}Gb^Styz|M9#2HPRKw)0C%g`__Nk&HIQa35Or~;aBkbfJ|YYzwhP$ zu)FnH>amPp`qh6wV;+`nkn+|4_#e?t9%d=S^aKC(`*Wo*)o}?w^1a_HR4$?G0ndQ@ zA)O_3|LW_%;#vuoGDPgUaz5^#Om{fmf7w6!QXXl7+bH?gQ=)Enm4_XC*T4Oq4*1#` zUud;zoTELDN)D;5*UKGK`R*OTC3?|g9xj@>f zL_tVG66T%pQB3t+Z=xUS(Qs z6Ey*Q_|-<2X6CE?&Wbt`bTAM-^W@2LUCKObgTR_=Da-;=3veRC8MH@9lh;BNv;~P& zK)@KHi44yf4H%RxxE7QC6u5Qj20#?9EFuWR%m`R(1pySOxvFp_p%6mqv==913RNTo zC}k1rcjb-}7-xubm@qby@(8+Udj|&`+^IqYUE zt>rKx)WX7iIbWyi1OTiN1S^&YQ)}oY6t06eHl+!N?MrRt^0rqWX~>ON?bbOyX2wUF z@9`(-TOWn)w$~XwxFM`D6x`gtMfF?{H``znZ4?l*Tr2akEX%UQE)oSq0n##N?;}iL zL257YM8sg-b0O6$_PbE7ImGY!?(c-u&3V2nc&mpx#{|>uuKe&1ls@F#4Imwlah!PG z&wMUl_O*Y9ZpYhrldjv(w*#Tv#wfS{@rf>YJG$7vZDl(1pt)fIoC|n^28tZZi zPcD*w;yYi=&>#B#2fz0}SFVvy5n@UBBW#+@=|(n&+@GrRfm_3M3#Q5Lb7OL_#1ww03zN<}M8z=#R$flm6N7xaOtRu0FY!xll zck832LYnG=hJuMRl)_{lT-1<~Ao#$;#((0TdNWL$kC#n3PyF3TO+`yf;SQPw zYEcSQWPc^O)|m~J$Pla#xQRpr{Tsxx7wkK91gz08SeX#iD#~BrHAP-|BI>>>>G(w^ z5bZwOE(F`-gCAv$waj6&X*aRiraqlvRhc>Fs6fv~e~1A~O|ueVtyO1$@Tf0r-v6T%YXgSb zm9qWIRHkKzH50~e)Z~?ZX9TPDxTFS;5>C^OWYpyEB?1blbyolItG~47Zd~Fo`OHrP zPQ0Z3I2EGb_u0R-jxnF`fBy@Aj_8UNXSod_|Blc5UGZEcra$&a|6IIYL?*sOtmUKL z{qCs_SmC?B>sxk-PF=U_xu4|$#~$WOyrh1}!re44{X#j8ry8j4-u2{2JSPE3^-;2B?JcO<)o zA)n+EP0^-*Ba#*Z5(Xj)A*e}eAzuxf>1`;GqSg=tr7qq*+3)rP5>~E&Vaat_xEA0l zwN_R|r)U@e3IwE-5)niBrtLm2;`3N@b&Ln{6&c7(hsyAZQ^VQ3#~jKvHTE zk;+o5ro%vtsq1?L!D^VbAPRz1P3%H&j6|(QH#KDQk9coCryo~lro;3VT6ft(v3|0+ zNlFp`g=kT$iJBq=APfjr|L148{%v0k($tS_>cnL&wrf|E4E$Pq9o(Nai$nFTK*PM% zBHO$Rl(B)Wo`79GaIJaCdC9eC2P8KZH=F|C7L_h<<;P~0Zobxc;r11Le2o{2qj47@ z%9`14n$PXgw|(IzY|(aYvV+@E6 z*{gepZty^J1`_v-xjvD9{15*j?z=8sbL~FoxBb3bf56Ka`r!|L_UC4h6VzVf|M1`c zfqLa~==#w8zy84Qo@JMV>}2{`KkeOAYoz&z*N^_$KZn!Y%egG)Q|N%9K?CG{(g=55raag137`D2_j0+Wh#f8^b2!O9gxwzI zP`Uqzk9aZ8m&@Ticc+4ouJl1a<)vYwZiIf41>ul~(~dF^S2@pxf7!48Bmgb+1 z1lmne)ATK*ue8XG4@^NJHn7IzX&?k31R_f@N1dalc?yKUOoSmCdTb#aPxRP?7J$5z z1VGd@MqG(VScnviB4);R2eQ7NCSe1*WKoCD?=ApZ2ychqAaMWzn>QWEj5Fgd?@Qq? zx?FM_(>T!0bt7Gq9!i7ailmx>^fm$V(TAAyr>=^v9RN9upOQ{RP zQtC99C6`k8beSI>Zg1XSu9vA6Ev+P%(uhbbC{?^78dU%a0}4qME{r;3h!6=FYUQ$& zrLuRuW?1G@8EUDylu`I^O2+xIYqdQqkQ`#%glBGqg*Nz3u!3-?@JaWrP z0MKjf8sVr54PMtCkX(gB$))5%)cV{3U`t%al_ei(kByUxn?K;z!>W#qYo&3UKf8&( zW^!t!CN&0j8Hmtw4j!u{Tg`eoH2o_8&BblYayQPBSpBnIs%-sGzd`^p#L#!?aCb<3 z7l}d&L6g-80|5~Pgg_XThaI8cG;(FDE4E|KXSZ%}K&%|IR-+hd9EymIq1z zVg3WZ|8owo{~v$P@8p`sk>SE8I_GizL!bBAL&cB&n4dubOWFgb((!&gfAmNGoDRD% z9WZn;J`5!NG7KXQQ$Le@&gcC;bp0t@Uzt<FhL*cIRW-LU&eyFae*sMJ#`UlFE|hTe37uj5y!L4cT?nYIn-TQZu7F&ZDiqf zDx;E}7pWSm<@Szlx`0kdKm?5{R}%^>*vO@I!3Q0_W3pc{B4%lM^0?L?sD45~2^fK@ zfj`VZC{*SqQ-vIX-*0I60sbJdVd&0OG>pEtCrnbtb1S^KD=XGJSNgFvky z6+B7-;z@eS7T!S3h_W%;S|sE-+l|8CX71tI)5|S&V>oHDW8Hk&GM9uHxpFIX^1}i` zw6uI>SdZHQi1rCk)4u6fv|fm-TroUa0Ez4o#icdc!e}i?UX{JeVugRuJVOx_AkRs0 z`&Hv^=4QY~-GcxFBOqfCh7jWMnd5D`z4d`Na^_B8&N-!+5<~&1-VaE;qJV-1dZtpR zxm>1P<(g886z5)BA{n)}ZsSrdq-19&wU(-LmppHRLL?ReV&GgV zhQKJf7BZ@$+1;9Ipc%X|m^>`?#UG5Ok+lW|%St<(%8ILN$S`olo|A6>H zHOfXvRYQ-cdFp_yV6XNW*ktgV+hpJeZ#xzE%d76dmWH-6PzzBbf}^Tl?8#e_-(cl! zT&-bBLH??4>6(3}hMKrlDeG+!*9rBYQBtrDe!fw5c2H~WLQGv^ zsidRQt6)H{2?X{^Q#P;xSdBP<3sE=CLO9@3p~t?YevyU3iQ%}foUdI>TuO&!8oM3i zLc?Al--Yvxi7wIshA`fi+dlQzT!wV19h7ooOjka~p7u;QlgNef82B`dyHmWy90N_# z2L$0>y2CQgxC9i69dLV4K7;TD-ofv$^1 z`tEj~phn(Nf6bK+0~F@G7gm^32nd7;L#;)DO~cCV5L>E>S)*##o3!%Lg>JH~{bXBt zmfCYIXaxWvkOk)(;tYT~T3rADSSmu3DoBW!thI_3dy8g=T2d%GZOTf`s4fncT*>7t zT6H;_3t4N!^vqXtpcB;XBd(PRgFU$B_ltnfP!|iR*j_kwVv_^0jM5tII##)j zX*~XFQ8YCf8f*Fjsy+o^2pEV0fwiE~{#Baz3aiv!C5=C+>mC5ul#PS-ly$dk_ZpjJ@fq2 zJkQtri+0B;g-hlX00OE#!xolDKosV@)Z2BM=5qgVxr98Vp-*?`x8|kJgp4Rd7rU;5 z7zshhs!k7S^T%NVV2L5L1dFR?gM>4WS|%IhQI-5GvQM>#Xann1KKQ zAWR{6kdV#nz}Dy65ib9Q1{y^~p$K-Jf)=Gy@-uj*Dn3id3@oa@QKONCi?(0q%7j?O z=8ZI}Bl1p+jYLEqTVn|1onrJYhyYg8X@*$q4HN*uRJzYq_8d2Hsom1XoW9jfSN`F` zr4&czfe5*okxeuC_qgdL z@YTZ9-L+i}gn-1gx;@$gcUGimA`)6!8EA}~tJG4j=SxcQ>2Mc=;pY?)00bEs0U!YC zBrK~`&@TUh0APS3yCj9@1^T}1Z@V1h9?rKE<9QAt!@Oi1@KVo^_s0N5 zxRwy(bneRjp#Y8|RN#6yVwCHYj=RiI!>t0{&9SQw3x$F6j+iqnb<7W=qz_zwxVzEQ=bCfb54W%S^1rP_rup0;96~^CWdafiL-0IpEef zZu;<%+xF@zqh;M0=mG$wiLeAM%A;mZOGyW?B5&OE@Kj%+Ia?Sgq=1B4GAW?ZV??A7 zLQqE?(YOkbHS~?P3fEg&AqW&4y#xUi4JN6tYg5w@0DxI)Wmk2e?{-Zt4bNC9+A{zg z6>)Wp8!{IVuTpotxwR$VW|=->z|HF@!YK9#fe4UY?T|^zhV-gKj%2OZ&%>UM1Tc|Q0H_`OMdh9H|N`o zKq{g`q!5tEGm+iOwQy3Pmi`kcgyo7g4M+I&PyY=|D1Yfsd_L8El{ocvN+B)bul%_` zJMHQp|DrFfW4JBLEXy6GrOF@qV_$GMrhoYz-w7QK759V-!WraWf9tp0rVgQ>;IL3v z!!Y+}?l^~%0RG6I_!AU53QHy0-@o~4#eweToWnPL)z?y=>clu4zvWxLDedDD@8)3; ziBN_F9Wo0G9D#AzBYxix{JZ`N%TOkc|L))Y$a&)XThA2t(91YpsKh9{yAfr$gngt6 z0L&oXm`^EM$x|y}?DzoOBH!X0CJCkG)1#7g!@aQGRT)OyPE_%y`cS}oS+W2EY1sgn z>{KXJG}!<|F*-Hm!C77H!D=5XXv_~Tw^gvBXN~}vQ>Yk@1?PmJmdcfNYKDmQSEHcr z9kk6rLP2pX0$4zp*;2DCtne zs&Y-Qwp$?}uAKxew9`Dl#)-~UXb;;|wAc##Fev3F~diSy}BTvcgNW zyIHObAz=tDuO(0jF{MD*_1)dmyJ5c*0v2F^r4(&A2`H_T0Jg#m41J8()8%r1dU)gY z>*aL0-bY9;z3{>d&pq?f3ojgx`;?-3?J9=#M68CdGKkb#n7QPv^Z80HTsh}F=cU$~ zMJfP>Pz2^$&bMhPHFOC>P$5@Kt+kf2lv0*jbg|~1gBS%OfxUoo7DoSo%*!Lr~;wjQv-Z%RJ{im+7{=@%sHT7pVY%%=+jntW16wz6R$?=4(tf&cEzafBg)XF3GJ9|I-(K z0buBp^u&MW3;z_5bSIh4;R`#cMl z5f_O;ZkXX3$MM7{G9lEkNCCh(=d{oLfB4}aDRbx!=Wz&<4|6!}Vu#bTzhuI26|Pr= zlv159pahEAjYc~>L1<7i8~?Lo_TDyK3^1`IT@UPoBUuV|SrIf?MKmIy@LHXt;!td$ z0qCc%U?E%ew1_ZQod95dqP|}?vn##Pmx#gkNYn=ANdr{f_t5@g%sLcFi_D0jXjO)~ zfI>Dlh$sLtyQHuz0ssv~Idp;z4Rw}SfrwRQH5zXAA7TS8-fpkjMc8W9RMjZYh=3)} zQmf_1;L{2yXainV|7Nn1+tG+B(zu-%BC*%wdq-12u^I-IYv|eR`T#EM9FF$pVNC;C znbpcwX5Y90u*w)Sht<{r5F~X$%&;}<0+>0*K*GCS|MZ!=+vSo=Ev57^aILilK+$wu z7R`@D3ed&y{0q-53*WA{e(axr@!9=hw;K=7KKn$t_Fagbw$cP5AQY{Acl;5E(2B=J zM4&9zkGs}NM77i$Ym5XTER~DMoO2aH&$$qQqUoUsL_uLkByF+%|d83+pyRM~PHLgqRVkO4OV|ulQ>b#I-H}SIw%Ofy7-)Vdmn6CKlav#sL72x-@E1 zHNUapDce`$g;PED4zz~{EVvLQ@ywH#T zHNW&&abA{X7(y9xrJg{_@Rz^v&txt$-S*PY011bHQ?2+X{>WdX5O#9i^Pcy-+g)i| z&YAzycmJm;-NGf)FytGI3{$OmIPn>3Obpm@Hy=^tdRa=G7aWA4A5RPXKY!2fm_tcr z_b30%AFT^^1JV+6Eyt%XL7IvChx=ES!&v2fm(%IAy!7U&>(d4PV2xWL^Z z=b!e`KYmVi=nmiUFTV|gloYzK%mBaPSN%qua4z?M@9+P^7B+LSONzEbYdUIh2egVs zW|e@T<>X4lDk*>ft$!hylY|&zuvUF8S$L%jWe4Rv1o3nji~Fq?1eJi`G=~7jIZPBR z!Q4QVRvKYL_+XP;;X1J)9ty%}yUxZI>jw*05l|c1r89_t+rq2;hpzu!ItbdB+%?SJ zm{W}R8~?2w=-jm-^GyNr8e>yiM73=|LJ~MP1l>sZ>yYXOCpzH?L|LeCnR!GlCAM;Z^tH5?LOk~b7z6EOL2eP4f|m_ z&9!nVwM4G9hL{jgL(Dq79g+GmJ^%dE*rnU`HtdGO@%ZG))7^fbq9!adKm`EJ>;Mtb z&IJHf^j;eFFY5bf)j5k)hAP~JR9HLt=G(F?To{B>GPT21kf0O_6rpt+5eFTi&G&%S zHECXh=ozXOR7g`SBU${f8JBIQbh8mx zUE~D3N)rHCCk!+?gRNd&Uugeq)s${GZ1x4gmba$7Y>nIPXSaJbug_oggVk+*gihKU zsFpg*!q!#8SWLX&9nfVLuNvBJu5o7K1@pt{lDZI6BukkG%V%>iT+a)zks&;Z!{Ty{BLQbw+Q3@HuMw8VavZg`j|Mft+d|6jr~LJI%)Km0rE z!(|spc2CO0&pkcJK0I?hzj3|MKmbd9;3eTN{FG0Sg|IBdy+All_4EgS=jUPMI?_z% z&;FeMQI4_@Eg|mTd6&X`>_fMQ7oUBJZ#SBH?&8xIUg)6gGI4i%`i^%|R}#x`fuHj3 zp9yz04nw8$kN=tP&Wn^-!i2x((|+Sst|2ejJpoJfvh1`5QWK8YHH)Qc_Q_gCW|yN{-`4X`09e$vl1+*-x`JvwAVAY=8t3^k{86@Sy7>}l zJ{df|-Xb~Z2D1QI!~V*egRpioK|nwXQTt5EW+E?IUNR!C;F52PNh~*X)wZ>FnG$sC z#0#qQi$pbV6C=2~1x7tuh+vfpelKbd=^U)6tjGEEMJxWc4yk}hL*EVK03b^#OQ|eS zE0@ZpG8jlM0!)M;ay;x_dhwZeeDL!xz4+YIyTf5Wq@Yy-1YhmcSA*sMK1Sb$^Am0KGs$ zzXh2Wy_j+^c2HPBL&#P{SZvUzRAZZ384wlJWz8hk@gJ;}G@{`~kJq5#F^Z+2|7^!g zTdMR?qUe1Bwosl@nEklbUV2e$7uhfb2Uj*7rX9V!;VS=gv|}E_{ACU$1k?Znvq4ru|)u$Fh9EANiAWH|9dO zl7}bHFvN6!&avC~d!b0z98>)TpZxL1Yu+!{-F~6xhPye+=YH-VuA|Hq#*>V27LT|LJ(4U-`>F6NV*Rb`R7E6aWZbw54^a>V<6rXpPndS_u~!XJ|d9r72kM ziJGSxUa?M3*edZ{vud7$ShgNCAqQZ+91&W5mxumLak9xXW?G5H>th_;0{|^)*0dDW zq0|yFL|W;d=l8Z04s9`vumM~IfVtMHjWGOrgGpD?#`c>nN4g39h&2Vay0GzH>zXNm zp!L(@h@fK`utq2Z09o82)&~sMj9If_5C93RQL^ujxmc|Z9K^LCwLBC3tv8ia|4?&| zP=~5pMP0B?l%bWXlj(LVuxn-H`oHECwF*f8B>g8))Q3>v7%;3EF{lNcNs9+UjQjl| z^rRy0H^TexA zbZVZym||pxT6ifXSGg?9t<>|p%v^;+1*u%CK-EeDF!~Vy&9BLv#V1B;+);q5RAyG6 zkXhr%+Ob7St+{g5D*0MimtL#r2Qh&BvM4?tM+)+`y#X~S5`^Pf!hVUzM`LY+42THgeuOqVNLFv=au)hWhR z{`&>kxMZt-@UhAPzy2}ztyip?Qonbk2{sp~Cb9=xnSOgSf79F5yopm+u4tRn;vXh3 zZFRVLCimX~%r^n^G*C_LTIzh8ub12HHkZPc0V!yj61I{ILD%TEwnHck{N$w<^QE3j zN)IyeoTYomi_h0C#Jl_Rh00|gyV5^kx@DkiDe@=&{2%X@Vb`T84i69_4uA2_{0Ug_ z@a%KDSo-~iV%*no0J*!1S%zQoai6rmPZg#?Xn8mv!}tIk1mj+)&=r?M85bhBq}n~)pg`XVOt)pkaSr9k9gPELtTEj$ zalB5k-_>a&sSTY&wDw@i@Z|21qZVq3vRQ{-cHoH~MhYsvSgHlLbuPhbqF94L@OgD+ zF(G0woK!nxqy-}DcBLN^FAV6Sdm8zgY5~E1B%P>f-!tCx0Lhw`$vJ7kgc*R59 z=S3tz@f3LjFcDy#OyUG;pQjYu8sk~#LkkK(iv$?iZ&=D=W9Y7x{u;3blQymV{4%|k zS_-DhFO8iMwqB!%O`x>2QnN~&&rHFK$&iM1p!2Jst0w>t#h5j00OH0c2Gl~yR(asO z=`4qBGu>K2c#KVXoL!ZdP7fe}D!>}DOfhy{3L#8&E-bm$Tp6$eNQekAX_6ixLPWs8 zAP4~i28z+1%1n0=KsI6O&n~EGx~%qrf}SD(NW=mduu7emTEitnOrWYlAUCq)=-G07A%>T{KoA#9AqYphzKesp2IzMkrc} zBEoAxRUO|_^=R3PGO>9eR?_Ma{#IZ&N;T2oE$HkOkL)&SuK6ZDOv(sYNJX)Zt8@a> zn5Lm>?NtFF1M93gkxswm%1EnhfmPkK?6bT}6}-rKy-Mw#vK{VAG!25-+}Ko2>ZjV#Qi!tFNQ zu2a{i)P>5d-icONI>BjBrs`f@dO8S)X(2rB(*0$iffjn8+qgvRbE!Qq{c*?_E)r^< z1rF(gQuzu6L&96ph^Km`@pi6LIPMZteqgC)+b42L=vzV57CCo z5Ydy|j1$bd1W;ERQG_cqk_XTbK!9sCvzizH6_fFz69mwL2cr%FgTldevt>xSnWmMh z2%rs?)SyHsp&xB|iG|Tgyy=b^SwMi`v#9MQ^yV~;-q8o{h{mNfI;bCtTV8tX>uub@ z?Q-0XY@{ts*lb}Zv7STIn%q3dk<|86F@_1!coOVtR4N{SZ0Fr8`vJMFG+w!BvJ zh);V*z?M@=&8)QsFQ)1IKYOfZaD!XzCg`*{l0~Z_43e|sW7rGeTh| zsaR^whzyi41Y+ix5+Fk5$_1)m5ROr^BaEJHMOyX@o_lL%vw)CKi!3Dv!euF-nJW~g zWyX|ptsz8kb4~M`LZASYxd28$s9ZxN2pE6}LakMV3v+OTfQ2IkP2^y=D{JLyv!4(V zNu&Ufn>CdUjSnG+iAaqsTT@W2rKwd|kXd}A-Kw(uD*;s7(Syd0l{G4}BX*e%;Att1 ziH6%FHdLR0{|_v8^Ykk9cb9aXJEnZNFL-}G z6}Y|p-Z!c5PNxAm_A(3L>(hOA8NTb^ed9&K4N~8Q1*GEP-@oTOcd`D1Fa6Sb0G!Ic zmifBqZi{bRuzX9M0FD5l-zZ*zn|A($p`Bv$xm7-T2dNd}P_psLFl==KmPdh>>e1eX zfDV)ypwf!}lsYWy-LO!z*U2ltf{9!8R!sxCYBWJB4)-Z}t8q_0s5CTC1~iWpnMEhF zJJGttMomT|ws`{jvZd9ab;@t@z_xGu_li(9p3vY8xaMlSuKO%*fU4!uav4AIy={Q3tLaj zKx7qkx{442qBqoR=#>`Z={-zcnnngTWKuWTwYwUs+MYk9BnUa@QfuW}N@d}kYXt_N zk}FrKnaf<~TfRNqE^nM){=xUZ@?T$m{pHu*c;$^ZKk(M&t@C`DxG-=<0TPhHz!liD zA{FvC9e5OhEQ(opJFS#zcOt~z%PD`l_ zg=?w80L;J)Iz~?fYL!xD$z>^}vgBHpl1o)gRg}WgVIb7@H-45aYivEK(1I2op0_5sdhRZ`5j9H++TmHNIn{ya9i6NeVwDeiMIdjo z3ZQbxgYs&f)Pn82r6oADb*4G8s z3)cIf3(U>(HR}hQ*4yt?05?UCO$CdCMvrwlSfXKG@;u$9>tu5y&Bt)-QM3j`+5#@U z+*Q21_qAAYNaH|r!H#9Qyt(8E63VoYK!o`Q`#LV6>$#T8@BQ4*tG8X^5HBNLLPGpQ zf8h6~9h}bhaLf<;;{pX9a^KPQ&HIJqAAiHwQ(OdLmyqd9yHsh|^~3n*|Ja|JD8n%d zS*lP701cec`=bXi0W8p9M!&nU&W9p;Lqj{2c0D1+namO{ z8eZ|3K_9W?#*WiGJ@8)rZr9JShpf*JVVYho>@FxPS zy|3I7X-=t$SB>}yfFLrDF=OI?wazt^0>J@85j=t+!skfB8pV zdH;{R^1dH_-^=fN`Hj~;@WyK&IN#sj&eyUmT#E-bb&f2fh~`BiK&f0ogzLOa%te7g zj2OF!XkkDvvS}3<>cv#8G*yM55j>4MmcqH#T*^Gp)0~$j&v_}e=x?>UQvge40j!mm zTyw6a%2GI0sV+jdSKx7C5_oR`Kx|#~ zHu}lW&GIdpDP!T!mSIhVnwd%j)?`N&E3^a?qORqnorrzL071$D7DmO$xt@giWpKo z&#%OI=_a~hsBszgv`4r-bTY)te7g>Jn9}e4!@sBQcozhF{+*xuyJyU?PDtbB)l<5i zMW$UZum8}w>*i%1b{F`nZ~E4N^U`-h5N~xDDu)>Oz<>UK`y$!NZ4vHMpJS;!-VfAG z6W&KDmvbF@%9jX?xbLna@zr~o?ylVjAO+y%wC|4R{Vgot@o&H50OMS4i!hAR*SjU; zdCLFf%l`TWI_fg08UWKdq9$0Yob#kut-3Q)P6P=_P{7JmK{0vPkRFcGqqYcv!5tW? z2na)nAk|Wt#X8`LfK&#pMrSKUQV|DIg;^mlW;TQlM5+KvjIoxgbIvvnzccUF#PWwU z#8J7G$a=RpYv2|-KNHth#J!P>}c-LX}nd9{wYZL%_eS-;LU zIwc0(P_X<40oJCU>MNW6KrKPr7>9rga=MqN0VR`D2EDdnYzP3J+k+Y}QA5YGONd;q z=`J7;1(L8en!&sxx7Sy>V-nZOX~p{`qVph{UEDe>f_MDZW`bszqGf-GFeuQ+l`{*} zI^Cur2Er6fOoy@*M9fQGa=DzQ`#0XGndkGBYdBx8K)}HJecyK-0v?|p4u|o%7oI!p zccHWTTwx{*BBhp6maILd0cf75%jKH-ZiwlAo>JfGBXVWZ)?CanMpBr<_M1HsC=dk^ zEW!fF%(YYy5rRlj%0ga^sxfTaRsl=cLX?_=&w^(WxA-a|D0HvpnKt~)rKs|A0jkjj zokJifLP%^-J%V^QM{WXHT6DL`_cbyO02bz_MpW7!MQtyAn>AfWKz(OZMTm$xvC0cA z5X~A@p~U*pVv&Rv!?u5nDHwSilhT9V5NxTXJPha^>|B7yB7!UE?Klh{JTq?=8 zearXAKFN$BVXWmBeC)@DnBY2n+l6%^aUs>Ot=5rANaf*-wD+yvOpFAAPgbsY%YzP zc;hHHEi8Klt*KpO0PB5A)cV?L<(3D*y(CS{=wq!|ClH7sYTpzKbc>Mll)o2|$OmJZ z%?%#%!w}Sq(Nhc|u$J5*2na#Y)I06`0)niqJ53-qCrptRCJM}j8(C|)8d+RN!yumj3mMRD#5Qru(kaxzm`Cry#j{$;e zChc_8!qF~*tv+(&PH6D2_3`kiHnwoRDOo~Sm;SZqZFcrrvTs`8dgKsEKO;?RFg6$-kN2$ei<8Xm5j*t3fW%kbpE5hq%QxX%c4?e$A~ils;kh(@-- z8fzJv<`g1kx@+f29iVMovInZ)-0DzW9 zqvx)DmppNTS+sCiT|AY~daB~lf-O*Lc^TyL6hRR&Co^=QMui9pSG9TtHSD)0p{#-& z-)8@TY=7K(LjIjJOay$4IIb^jZNoMfW<&V4^_DqlOG7LDFkP;72Ei~yqQ=>VX9dlq zB#*eom=cA63QM+91KSm^An>RhQ6P$1{t-eXN`xVVsGv7lKxhrxIViT-7d_?nNcP+e zhUMyf90LPE=kh28vP{?M^yaA)&P$z_ywox;%batrH5aaxnd{|zmYVPGb}zm7{PQoq z_z^$;$Gqc%Kj@`*zWBmBo`3$O=U#fp3om`}J3i{8KkD7@{+S>7Q-0EO&p$i#DG-82 zID{)m0TBUhQC*gLJzp-T6N2o5p)IyyuGl?j~kXW6$%C%OmTuLciD;E(RFCY|<$PhLyI@I&f z<3XJi0{|#1&7)}Kxz*)pz}CpG#g~mlS_)mmO`1b$p38=`R(@+54gJrC`PTcx=FV^b#rll!=)qPabo+&yKmKk@ zD}9?&Xk5Pe5dF?TTv}HkP1{L(*me7*t=^#iWuBK>SQr(cYE!J6C!+$8u6dXc@kBXR zs2O)X(l7c2KRb05cNf@qANvWPkg=O*83bNDKKsy}=6PYM#}6Ja9Y>r`*nie<`b^%} za5^)|fAg8Y9+o+crFQabf8}o&;><7*-hIlaeERKt#+hgi)J-RdlE-5y<)eT0&zP_H z37_(D1v;cEw@VmgKAwKoFZu)s@Jm1W7s^~B;({~p!<1ozpfrcL z5v*7nNZek!a#~}g#_9Zs-u=`76`bN~<%}(chag-P@U-Va|35!S$ZOr9#asP%YanMEMAEB8tR4le`ee%rV?&THF${e-4#R#Nj{DtiOhXsDNRcpr1Y{zh z03l!?2mwMs3YKmbP{%t{@Cr$#dG)7o6R2yaMc6u|DlXI7X|@9fw3H=RooLomurQ)! zOoc!xh7|R6pX9LBIL;{>#nUtdu0W?ibGjZW9z$$gLo@}p_1GTydyN~N8O{4`w`fuN zM{nO4Z~)dYs8PNJM->~{0<){q1*oZlv=qqyV=OZQ4{eb z#39hNt32#$i1~Es#`+6B{^MimQEnGLmWgw{eA1`KQXco#d!%P>#j#qmfY z|K0!fzo9Syh1Bo6EFqQO{9Aw9e5KF$w9hzSyDNdk?!Rxu(y#1&@f93*)Vcw6;$~Sd0ABJ|gtOK2r#|y7(FjBlX#lsG-y< zCv3iquZp6;my6V!qeh|Y;kG=)H@?T83NOjN3AKt#ov z5r85o_N&#v6av^O>s7S+q^+g`k=7^ z00V>7dJ=*Z1gbd`CIrBML{u3{%~hn9D#B8@<^qWGyxhNedh@M^!)~}c95sT=wLUzY zUOevg%wo_|KMWx#WdaON<)~svL8=Ha7-@pL zG-gK<1^`K23KY7o=gNAxj8IFR=X{%|XzIaR%!LQYGK9ic zJYQ?N8^V+dPs=TqC)eEty9Zj11J{KYq$79BzU!9LZ7O+4dAZb>yQRM_NlNVYx67gS zB1{2yd3T8y4mAvc@-D{`p^JD2CmhEPPN(UvPdJqX-4t-VryI_2H}8e{h6!U=QJ`Fd z%;$1P<2gswly7~XhUbvZodeYR{_F+0TGC$T7rpi2thL%b*d+TjYnuDZSHQX z*0Cdml@!I(_Yf&)T!bq_)u#L8vKXN?2sca?T9`=%tVRvR`!=X>F;dp7x|aKb07Bf- zy9GdVJEJKEkqQC`s4j>zhOk>tD$-=*qO3-pGpW@RdI%9=U9>&CC5sxHBDOpuv=E(v zlX_*9TD>KkcQH|$BM2f!@@S~~^3D1{vIGPT=X#Zzqgd!mLO=kU+UoH|`>qj&8Teqe z6R;K%g6lB{ksX^-a9ms(323)RV7;vkwgD<7-!9kFWt!(j1ffE$g@CTtTh|>JAkU@t z6)$U zrPLu|DRn9NdYvBbPY*Wp0a03)ILPk)kzZuYnxCLuQgQp%%rg;0i29+vZMkK?y| z{l9{kzwv9ovgi3cV7i0yFcI)qf5W#Tz*qdsuetV1m&2}0_e>$v*M8+U?-RcH`m0Mh zFB$rInkSJ?Uj5;70r=g&?Q-&?}g^g7>$^l=k*5KB?J(?DW5RgIvpm} zxE)L{uuMzMT#L5jfF;+uT?w{Tro_*%-?zr!|F2$H)7*ag+{jO2PZz znosE(Yh6kU88kLoS;`GgFj&x3%0|bv?tLa&{7>^BS4FjYZRU0niZ}0brhU6#*R=nS z`m(zS5;T+@aj? zkmIGhyyu_4hi~zADa&Q#1aZ86%eQ|E<@nnDEfOw?;0Xm9cNAVN57z>J_OE>j43cF& z^moSzZxsIbzw*VLy1)C6|4D_pTz7)!xezVkEB@Bs$2tGgfBtp!0L+)L+u^r;=XZ98 zAX53lU;Fjnbc{7Ebay;_*+2cZg3@=>4iDe)mEV#Q*QpDK@}6(}`m%d~vCo3FU1tXi6}$4ir$VQDh@6L9|g}rfLB+ z)swA*u)f^*P&;n{0xABfwyJsC8zpr4%x?Y9QSV^+mX@?GoG_1Jp;dX<_2X zr@@+L+OCGH{kxiX(*E*2^n0#;A+PkUZ51_#GOT4)pusu-(DV@s6jO{T#t>t$vb-2# zNEUS?iowRS>W^dr9oj_J+V|=bxMosLUgm-f5e-IKe+{&+YXce}$d?7GxNb@XBkfkKQrLpR1aj^l3J zKe@Yma`$vM?uUL%AzEsPQ-0T{<9>JC4^NJx&fQ&Qy;2of3r>stuYCl(4&8#qWB`N0 zy2gMu!HNh&zz|S-`fH9;3^;Ug=+ZcJeG0>nx|D+YYb@4m$Q77aGEiE0;HJ zh&JDFqhGdM*i?*#>fJSThHPIe!>_8y^l_5_u9aFGn-vbkxkeTIw?AlC5<@dldB`+lHNMWFBL!JaE}#oDP)fUwq@&VLvjT_LRT% z%fInNd8u@3W-tYboa(YP6(>}3OUXC@^e+`hJx91UK?@LSJJ-@u~!eQtiVxZm;tJgExM5 zAVcd0MF4=S5Czq56iApQ7;iIk@W(P=jL1y|J3VwJ)u1M>g2D&+TERZ7@DOf7bM_Pp zf6M0aOfKkKJk?BEHJ-|+&Bs|r9-OaxDb} zDjT!_!lX4e3<9jS4O1w!=*|#fgaBBrZcG3XyDkm=&~;r*DIije8cwsRpTbB)KpIGA zfQTf-5n3BqY)NRsjD$kXn1fWQc5z7YrW4c219kues3S`6bK-tm?8~b8d54qL!U5^0NX?{C06m=6zk608khL}1z_u0nPh9x za%}$4`ejt?e}ft(jfq8Nj(@l_Fs&*USN3>x^Tra7SlVK8C@d}O8(sdIfHGv*VzeIH zv&H#0s~W`?;S-D1soyd$OIZr+&Arf^2_^w(AqCh?-GrsmEuA{tQ`t==1U}E-^!5Lg zmT+SM2*;a18tyMO4)v`cxo5l&0WK7f4+yt9(oQaa@$dcJF<)vPMI!E?Mj#$|hOhkU zubAbuuZJfz-uIU$*WDFLl!`IjE!~6+9H867T&9@$dIQdImyXv;yj(Et(lF<1f^o!4 zUP7Nx$|;xKP_NwWZ*|Ecl!^A&;X^P=sjmudBeGp1At0dVQe)#L`+-_v@5&Y`<@H)Z;K$}5(n`t-kZ!UT zti*~OR0K;}u?$rV7VBYp=ff#v7;0tpJMJ;fMUP?#wY2$WKUfnAroyU*wnn1Xg4 zvOVL<5L=liXn>mn0kfdQ5JC(?>h`;_OI=EdD4>BE2n57RMiC5DMnDMGhLl>n(?*sE z=y7-uC_w^I)>`{O7y`0dTy4S>*)%PEfmW_?j2e)ILm(};S7S???QEz91Q}ygj620B zA|R~zYL`L`L>=~h(#8qE!f1@+p>XFaCmVEgd3`X`L@j*h{*sm|t%g4MEM!;%XKkC- z92wJ87>&v6{?uyHK?+c>;0O`7K~`$h4*cz^55&{kwxd zYYq;qi5P83fcDr8n74E{_1IeGhjYs&PJptq@|x}~n%<_6r1rL`j6SMJk5_R9M|u*^jma;XBCbIHtwxeALWd05|isRm0Upf)R)mdZ;Z3Lvw3 zwNR>#xZ{vQN^#f?hyCtw-0yb#ei&2NhZrbE^!@ zrLpgKLq87Pe(ZN+mlDMoK)CDTF!U(~3;(;R)iS77v#Xh4O~?4JROd_k9{eHvng;ja zR#zEan;QpC`_0cX8TrUAZ6A$qzhYI5t3iowgf~TsE0^0J=fsu&HcyBCM1b2~7wy?R zxvv(!U2nB|dv+T{<36Pb0L&faehIR#=R1U3?m6M5gnSxHkgk8Y1&sAPL6q>2&+|gd z;m{4e?0)TM{+1YJN&76zZ~o1nl}5+|aH)UuZ+`KNLb>mc{KbFyubd@UuEg}|zxuO4 z;;?{3pup#2Os8Q^fg+zErEZ1*uwkhpK#j9y-pX-0?Gl``J*p=1P>PB&DfmaJ0n4PM3@b!BRWOL6nVr$Lg)>Sk^ za$`y3<5#35$D)Z_w%aID@W|KGt!CCn$pRoOTuNz(SUw-xVA9>#^?|t8EZ{A;SIcKgFq_8kZ5m{o94b|M8pV6myQY-8U*wDKE+CT3~YWf!~susiM# zPmagq@wngbV~9Qk!@_3Z29fhst8WWtZFqp!icbvuGFgt!wjdHiNU^6#6sX zFup@*0df&ko48Q|f;O}xBCZvfZK$p=0>nruQVL<*^}C^qf%+6v2z?j(lwu4NDaN?l zja}Cnb9yHAnw^ONj}<|4;aqn#E)rO|uraR!=4`4=wmj$C&5 z>NP{^?q}=^ExCtKcHvfFx!v}=I4q@4k!J?!r##_wE&LmQ({H|$dd;ba+pu)7>p%0i z{Pz9r_V@nU7ti;*J`Mx3;E`th+kfe=a!H@@OFxst4P?B(+x3;=F!Fq+9fh*Ub)Q0A zMmhAgP{gswXaQOv8v}E|nh6Ww*D!RYZ@`ePhU7)fJn@I@nX?Zt1r8uDwSiA0kCW{dOI`W|&zE!yy4H2ln zASQ>wqP|XIteuC|umkJcsq55Ok%i;P<|n9ED4V2wY%Q`})44s|z>1dS(u}jUb-Mf0 z0BG|CT}N-&M4D1pMXlZtAQH2XB^hZWFRLq{K+4e8&thXXy6$THf^E@m?xKsr&7rM~ z>;sr!JzI1mSlk3{*+T}!m}C{N+VTcVc1scAKmh=&umDc;{N`J4T`%+PI=NObD+&RS zNTh+lcd zUCyU7m;CgZ-AgY#efH_$upf7aA?ijlGr(<`F4I&&O0J|&B65B>z5L$yr!K~nx(>xM zpS7_Qv~$-pAi!!f*?F7y@3@K(LQF9RI_~%5Zr67a5&JHA;knI^F;Z-{sFAsk`?QDy zf|cJGnxGWGUNPy47!e?)BwSOMFjsAXr2US>KvDBc!72)D;H6TK`gj6j73<6b5VSrN z0MG(qDMSKJDMrE+V{nu-1VqFTP>K-YFm!$2VL%j=6?U}bixmiI@ZQ$4l*UnSqfo;w zP0BR(6C+rM9`ysTY1lOax&HQXF3RdEHco0Q+g|1@;1Xkdk>$9lc}=)J8klfE@-Zn} zv+-?T)~(GJGTo+mn#bLMDAipEQE8_d@G@e$VY~$zW)Qf_cz0ORDb8cQn}XzgJEU=0 zW;zN_ceH=NOLt3o$*CJDoO4F*Mk$qgrm^-zn1L>*GVJq}4@13F0wnBaW@NeFm&3Kp z5vufu6A6GE`soaD2jdM8u5j$<%W;93QYzBPd}8cM#65OnB3UT&W$L?d!+K16Ih8^a zLYXp*N4POkps+~YC;Y(xV|P1V#(7LU3e^Gt7<9szXqBaQF@ZKPP*g0d!zD_}=n02J zsFipkqAjU_xmKN1gS8qpy$!ho<2YEgjclZ+Ye&?YQ5Gc96V_pdE-$UC7J5%%L_|UM zK^x-Z4Q-aJ)lgeX3z`vR`Hid{u~AE-w8BqTM4wPpu?K4%>Q-RmE@{LnuC-a1kXT## zy5+k`wS=bl>=kOa+wRNi*P%PV%~OLwY}08)v*tt_TAS0103ggN0GUmUn%7CP?swBk z2wEm=;EkVti{SdhIR!K>1s4@fC91z>@i}+(-5!7z)KCML)#7GCWI#<@DYafM*Yo8% z-InX+w#=G3q(-@Th+i~4611)lfti6#!8}}Uw`qCfwYQ#q=E>b*cQ}kgubs~bm??y% zmMWaNEK9!J=G$euo^EAX65+VtKlAMInWxA7IP_iY0#q&tRBFw&TyM9B>ou1`5wH+f z5rVob4{tntV0blRI6iX(5+o{>fteynSp_nYs&n61t*8TH5bbvuk-8Li``y@g`~AM} zItm2VKd3dE@)Y1^Y7ni_r=KBe z-~-n)^_(dCD6!ap4$wjn!_WZ$B&HY$P=F8=!(=A1Qc!>ZgcxJ&x`c=#6%m9sE^JHs zYPIg`BX3+QblAwrvCZp}#{u}&w_0s4y~D=*lhxO2KH1y-w?|(;O553sChjzGVHL1j zqh-4k*R_U@7<6Qc@$H}CjOoOIrIhJ*V?KJ>Epja=z{1D?0OL53A765I|tQKp2S6dG5php>|W4FpsrPyQS9H&wwKH zP?s7YM$9$eMVx8a#bp}0VJ?f@SP(ESM4`XsE8$#^{dA>0Tv!r5xf|!xrKZCTE_E87 z3{fDA5L0(O7m>LSAtS!>-XHp~cm6o(v6dd<5@P=YKky&N8u>C*yz-U#KrkTy0DEPq z?x;;%6hMN?Wb;Hsxxu%T5s+dKt_a9Fh*FJ3T#?TZO&5x=Mh!$5F<8>YhG3jg#n9|k z+-naPQ9RnlM0)5#tRuMWg)Kv_>_~*JE!-%PKu7^S ztS9W_9@h6_!#SwM@SRnBT^ctvb)>m>jTdQiT#xt*9n*9N6o)enx@_!^ zh(buhSgUmoTXMNwub1m|IbY{#5kLmej*)us7!ZYktLU_0&s?KG=spMwPPr^gdAQzo zLw9%B?}j187zhF)BNVPekaMXu=giAA3-hi^&pvzHjl=P9IPAx9h%r)(Np+MklqyT+ zX)d{NDOI;lDK0PhmG{0(F$l?%XS5*;3X(SP0d4R=wpc=7<`|<+K1YH8(sjMmI`rLc zH;%)w8^;(!icy5oaz8ZTOS}aixN~NrTQZXVLiwc%=aV2^5fu6xMdt ztHKmv(XhDx0^E_;d}-#;Ms&3-M)x+NhU7(Jj40ft)Td~L3q%&jWbNyZ6ex9Zx7&qC zC5zQAZg3)3YOa64H=r42;J;Z3&Ayiv@JGK((7D`H^;U(o542!g^BlG&jXf~>1?H5BHUmOLV7^^1dC6hy^!SMafRtM8;pa3S z!s&bsrCxS`oJT6s?Qf8~E@oNMHJxC9{<6bEy>jJ+;P%B|@)!Sy-~8DN?DuK8O^5#O z_E-M$|98Ibe*JIxwSWC@{4J#Au7(Q+xWa$?JO10lKKDKU*H z)Kuk+d!z^I<9S*3lzQSY->^&9oH2D(9Q2OE2LXIz~F|=GzJR z2mi}|{O}+9p}QdSExq>#zE47;T}(^8!MKYjxpvYqOf6H$l$u7rrB(pIV8zuy+SJ_q z21|yt92O3q5>iW{7=Q$P76)oulh8!2AB}k^mT=$Z8vB=MqLI=R1w!*wv@X649m7@t zCIS?K`U*s(<35OxVWmR0{BP9|!PCIolp+Q}jVCot#LNs>y{UyL^!i9qfx$ekqXl#x zY@3y{HPlpNuU$vbKe>5G#;92 zh@?x!HJ{z>As6?mUJ%SAHLKr)=S?3r0@KKr2n7s*Qc6TQ0NS7`5kL%t)k6uI`{0fw zAp!^!jqE|N?SAQX%-tV9eqNR^|Saahn0)Qu5HoazVF?v_t zTm^-#VdD4(r0{}3Mw*_hnLq}b` z^JHtS}vR9p)W`EA&uVco}yK{JH<*&-||6_&ZN1yWRZPzvQoC!a8zS z@V9=}XaDst{!>7O6aJ=O|KD{mTw~ou`qIDi|NGQm{mU@oOc+zCr&9Yc-j(wy9dnsu zz+55{KdExXec#o4hEbU7vI{Bp`C&@3lif|YmcV@2_e+hG3+7!M?^D}m|zuUJsSPC(j3s*!?EXJrr+($6-S5k-)Ka0LRQ2x7P;5&`H$J<^PI#30t{ z5lDLjs*+@0SzRmkz|lObb7RngjVd5uoyENTx6O4h013?o^O`)jHy?9mQx-<_vhGIX zMld_UEQ?0T;4;qm%Ka+xiZ4V2uxtd-p-T<&W!ADfL`1TiGczKImZP-l0`ufIj-T3! z=5%gFN&8{zOoE*Sg66F=`=~@VZN$PhBMlsZRELkHl)?OZHRcg-d=w1%S0ij*bO}e zl{-QJM1h$@pvu)se*i*?A%wn5<2a5(7eeS$4AJLYC}nv>$BA!skT*Vo)w!;GTA z^v%Ro>omn_kLgkT&7WMzH7ubyZ_)_zKx^WOSW!D-M&I_SQpSBGknD$~-US zcDbD|x7&5fOP=S21!~d8%bHf^L?Qx;=^-KksYymC0A$e-ZHq$&Nn30(3NQj;KmH__wP@9!KtNLrjKTF4Q(@cjvVdmENPCHqC7*Ikqt@(Dwr7k=WqlFY-k|DGQb3QMhWyUl5!p?h{1&UXpkcrC+m2&XHA z`6v#awaV-bN7`TtMXp9gBUC3RtNRjsv$XE^7*Q+MB{X&UGbAcA5vQ85S@1R0`! zN(=}D2P6apAxJP_Of-s7Q4o*_2pSCuV8e$f(kf9&WQqX`fld#y$L3OX;Msp7c7sVJRjThl;088!-RVAY#Gavc-^s?m2*^D=#JtAmr_ zf|)$DO#TY6w3JCq(2Wy292GiZm8FR3;6ii}BaMmxDn=q1Qz@b$*vXpJ2&vQ_lW85l z_!xc|?y<%nEY=5gQtvfw2jC(|9PD6D^Sut!0~3D%lxZ1IDLfxY%j#Tq|EmQqir z>E^-V=Jt3zp3bM~Jk89?%rW9kq*P&67Nf<+Xu5}%a3mtz4;BfkishJ9LB(j!)Ovgg zaz|aC#-V%s@rPga*h8;*?2(7B_K!Vs{m8@D*H`i; ze0H)97DPp#Zw-m7&buz}zVOd{NuEo-IV_|f^1&aHZx~Nn`~2Z={1ApYUH4azA01zl z^n5Fj#;eT-TopV|_i)?GIW4zW14+k;_r1t`3!uQ`QgaWw-O4cV0J+q9JCq?Io#A|Q z%l+*!_x%Z=q~#-j<42Yo?dWDtr!y^5hmZZJkJ(E7vw!9<=%!O*pd~}rdH&OX=D!z# zPyVgHb<_25nD(jYvfMk%@A{12+#e4g@v7I)T(Zp5Or0E;46pl;*G+W(Fu-y9ZPifrD8xI^U7k~ewT;>f0T9@I z#s*g+`p7O&@vtREil_)U-lZT6+LXNFdP(l~q@02Z5Qq{+i#ZV_K=c+Ozf0p<6*hH& z9tyAgS_lfBZ44J745GDdC|m+8tMH&pYfEFfjns9^f_oJJtpPUL*!>1HVa`WK!_V#c*p5|#`7Gh^=fsAq+X~cbkVFx_`Z}&3zO;rO$;K;g0bBU!QI|&y&0ST%FwtxL zwO+8dNW^I)IP}`}2xPTc+4bIZJ;vqhF8JXhU@dhzPnH@WM4MgeND}PIxGX%=k-qRN zzofsy5B{*%^7fSXvn1qtfHZx`2Yy7Fm-N^}X_#H|aQIw~?;S ztVjt#y91YgdxoRl<|I{Ny9lN}@A~V<@<#V^r97p60_x8yNZiYHDm*NiuVBaoYA$287etCzK6s7MjPaaV~SeTun^f4o>5I z9svM7N%UROhKQ`9tvMuRu|Sp~grg z2G=0u3?OJ38Uxdua{<6}ZdQh5=_muT001B*y9HG5$qgsTD#x5=2@wIrVJTHa&-b+L zf`}??jP+K>LJ5V{0tMrqv|DX4oH>!ER(y(EEYTVSnKx$?g_k?@!Y%d4%eJhD)dGMU zQF2c_0U=Vhkq0St8I#e9k&PWyrI=N1g^L(7gu+v7q7{*47%DG8fM78SM8y-RPJn&q zmZ14UMx#Z9(zxZYImKq-{ZrOIKF#yXFTZ>`PUquPsvttG)nH_15oKVDSeTg&P9{WF zv1z`1@w}u~YhtmU3t^^YMI(}YD3TJ<(05l?yGQO_J#@8u^x=E^{fG!woFXb^DO~EZ z6e)EswbmIxudc7gVGBTP+|HntjdoMe5CVIEtPU3vsA|Hz%=7&h`E)$L>NStN<^vwT zx_7nN_5ipUyWP0mZa00O2`MK6gbXBBkm};22&8Jlf+}JL@G?GMBfd+&M(q+nK|p=p zkhuitF#`t37f7KY8t9IQ`MNn};~3u#{j>~ASwvu7ma-IqB%%xfYeKXwnc7zGSxSUm zm;0{kJ0b)E?1s)}N~D}~?iE0U5mc+N)?ga+ExFl@yZx@~(!$&%T_f4@JZFg6Vxu{X&@ zjE4x|jm~=KHrD&ou+N?@i6lp}!w6_|Ohx5(=3a2*VE~^)t*H# zNv|+3UG2uJLxlzNc&@PQ`aGYqC~byismo^SNjrwCZM{A1`~8hhxY>-S+j;4kHg!1Q zt@73FzQ6>WyYtdvDHF@s=L~Z0mQBs4GmkxNmbq-NmSv_9>W~v~%4x1cfqp<8ch{ND zlj1TTX~=ci=nS*W0D0RD%T3>Hu;yihiI2N}sJ-lx$axxMJne3kGu+bdxalhZfDPHg zH7lTi!VVL!1vU8j~py&Ne)$Q&Gm{%lodpH z?RW;ThBgC~?$jT%Q(In#-;#Tbk^Jk33Xw?_o^Y9VYduh)R};Un_@WH z3bCSs7Osce!|ly!nwDBBSK(U4p+c=oFw< zEosh4J;6)?m61)S$%LD6Gj2voxYW{RTB`6;%3R8_lu~%%^K>Gj&8FY(w)Y;oPAQc| zrO0$z6g5+i4mbEF6&56L)?QH{EK8w;b*@t6+4Ai9aC-FBk39Z?uerM3@Ap^3(4kGG zR~6=zQjCICR1gsalwhm0GF}y@LdWJ>dEjfI83q7guv!?1w(GnJ$%{nrVt*otAqJS; z5ZJ5?0LdLu%9N?A8ALXlo=dH@vTEUKMW(f|s4$BvNM$2q$tm|n7M9ay(^+eI?s`H> z*;X$B5;G&J5<^Aik`f`>V$x=}dGz6X{m?B_)X>9a(mUKW3g$5l1pyaUr3u(wvvgq? z?!IR|dKgL*Qi_&k7j2I$aXs3lW2*ot&1AwV&KT0BQM|dDJ-4*r`EFF}Erxb;mIS1z zUQw4+a^n{~P4>vm#ZgpHt-4Ip`8YZDOaOpf1pua7<=uw3_B)oe>tWoG7N9zC629G+ z{W<9ZFl=T%Z$`qYn@?D;Hbfnai$1+fDQ#0a-$OXEE_iPPXW2+!#tDwZyHZjfZ;(d9 zeyYIRjrO@>Rpo?z-9edTfa%A7;;kS1>p#3)4dyv7-}KmRko(0Awm`Op4OU-MP} z!w#fer8?JK^?&|zU)L}BM}PdsKJh>OIEHTQIyf(KjsNVQzh#`dUwQXaAN=|^42q{j zz0R9l-|^Jb!<2sFpZ(L218*?U252~S0!C4^)vX}9#X}FTJd{TRi);hroE5wsm?*WB zi|wA2h?zklrDQoU3Nxdu!Se>9LQXDi{u^LIQi!pp(e>w~x~@%|Ira8)aI0*djv_=L z>jXFDat4^!y{Z}CQ51A zZV%D1JuA(L)77>*g1q|YMqx-+z}akSGg`LnR^R|eiqU9GoAU`6(ufuv+6`cYWnj`O zYu$=QkPxIWKJCGlw~fF>>lY4F41mN&h{K`^^Ss=D>Hc({m!*hEU8<( zM&QseN(j5{Rz!Gx|P?(H7R#gOFUy zHijbWa&!K0RRthS=Dz|M>PzPArkv2_1u;>|+V>r(GFPr#Yq2!Ch*F|uUP|T4Tx-=n zndaSWH=A+ja+e5+Aaw}=Q_6seC{xZ(15b*;nlz=P(gBL70x}{E<8b}ZRo5l7&L~42 zaHU{(Sy9jcZxxzhi3C`yaM5NFn-k|DVpyY#|AvRU8nU2uUxTdhN1Jos-rekGtM!Zz zT!f|}U(MZgtzo+4(iS6_YV*%F4T2Y!2WVx48l^FIKL44p7CxV+VH~+bTz$Ae|n( zRJM7l`MNu49W=?|yu)<99=EqTjpuX?GMzVsh?~O%S9R81pO=?z9%RzQ!@^U?JoQY9 z`?Onr{@=dyO&|S{+ceJ8^0uFQ+gSKG@KBfk@qha2zx1_#ety6^+<)bt``VsLcQxod z|HO~|*S}VKQ~*;jT?|O#oy(aA=V?c?^eUv&9H)#PgL3U^8^o>@_Gt0up8LUTM4Y zh}#_dQE&J~qo(ZAXIYON3M-<(ddJMR&JXV2Ov@w+DP;pPS=iZ12}Hzh)!FjEAG?Zx zB2hZt&SiP&_QCD5Pd#_|$PfLX*MHzc*Y_yr;N@YmNsXvrT`>kkyDn1%y6lexP*Mu5 z?_DgEqO$iwSsG>YMFevv(`DT$qLNZpRUaH_W!ol_b`Aj}kw{d!F57Jx&N1Z7EK4ma zQfeh4BUsBeyN?J^yS_)HM4bW>Wvf_IH2^w`Ri;Qn6ks-L?=;Xu58c~e?OuNIfNQ0R zf;Kj_W+a+t*1E{o`@FP2O>*!2yc&^9bB2*&*NFBsG)lmj5N59(2=P*+oqEwO?&6vO zK%IaTRayY&jZX$rM!E^T$o%5+;tmy{m4xbQ#-oYZ!T}W^qFUL=W67Ew0V*>9$Yv)x z_4D|R-}+aNW9gP1jr@-1-~C~){?N0?e!u8F9Ok}zz}w9%xyLdOkn|Lp(x7iORYhi*Fn56D$1ACIRW{?|XMhqOhR=|r+y@UW>+ zH}vi&p1#`RjaCxaB%xzwnA#%|g+yNZ2n0mLwOTixh!ADlO@>ukNw}?}0-H_`pv=w2!2--ONT5TJlq zZdDahH2Qhirj5G6IwB!5EFJ{gxxBzmp#>!VyQ&H>c*P*AAfi#%)+)!t>E)LmoKLe^ zJ1z_gl`8@$ODzSQcv?#-1i_=`&qn}snWp`Ax7iN6%~Ij&owcn1vz(S?SxP2Ki4tJnrKGUgZm##^_0|62hqmL;_gyAXslp2LG@p*kG#4<` zuIqEx>3OzsYn#33%tTAt-qT-qfX*iPqp05kr6IXNbR}2Zf_yD$- z8ZdJipM~?j&f&r_s zD5Wf=bbW6Tvy~`*(>H#@c+_Pmb?Io{WH{8_rYrK)yWT#fw88$})4-A@Arv{P2%Lo?*ZLzy8&~vb2H6EP=l%C=%Ha zxVD&b2E`?zT8;=Oej1lka$>3MEuPWwBUC(P!O(mr9}v8{=i1G(iFc#ANO* zA^;`g%0#-lry6KyAOWK2y?PK>r7=Of^N#E-=LpsXtObL;3{agi$-e*)MU{n(Y|~sv zMDM3!G4fw+``X;F=5N{774XkOxQEa@?+AiIT<}6Ptq0N;-u!C?XTyW$UlLK*cU{go zCGr|g<5IEGTcngICqVRiSsMiAKUw%8_A0JXu%oXbqy7o-5LU%HHQQ~6hO~Eziq&*F znr+?!qGx&0)0VZ?mtK7N_QCBu6=7i!WdSsLJLW249o-(p6ITwQ)~F_cd0x(^L*G%~ z4}CvwH?ZH0ODQZ;mQt2wSxPBIMQg2!Aj|>)Duju0?lKW!Mk1o2%R|>+U2m?hcGuUt zv8OH(h*Z&1xKt@qd2s)>7G`EH+V#l+4{Pg0RJJ>Hy<-xQkieKi1!@sUgh*U9=X`o_ ze$V{=X9VL%|vB9#mT0zf4JL7?4kbA9ijlxdkF-5r-0x4FW;A#=?Zg~hrfSpPoz zhwlHUdjRLrTX^R!ctmKV5TS>yi}Y@A zXDG~t!M(ib7RH9kQx>UJYNgb90R;d|^=5-zPn!j{4HTX8DK1B_Xe zt~)x8EcJ?S0CMe7^EB#p6_q|ina-Nhp#52w4e5t`z#CXG4f5Q(-z_X>*k-zw&G27- z(r3VanCflbUuk*32=MzqX_l zxBiXq-s+Sq&T!mJn>th_grVcCDCeSZ-9J?L9^#3*?d$fN=T7%!Q}X%n>wd$pzdeoP zZs}kK02KfNAP^R6np8zSFk-VAhDIrhheT+-0nTIVu{i*uS|hkdjNxH`0gOa|LGu_L zuc2FQ#J1Yd6Hg%t008A|<`6s=g#ZTrhj3a@C5n{1sKN#wLWGQ##&fY3*YyaZ+`t9f zWI;3LSe(YR8dtsqqL9GT*NMUhx9znuftg_-%X9jF)(weaP47CD=o0EiM!nOv$q736 z89^W++MqIooO0iF7ITAG9!`}qBBhiO5p%Ktzy}2Skq{IJlVYUG?R*r1>@aLNwb5#v zFbT%E7x0R1Z8_Zt_gaXj=u03fx`>Ff;{BW3`}glp(_C5WRDejif>oxdSccD=2CaQh z)oG4x6b2v?sp#$T*ma#$?z%kmU6-lv1^`7Jxz@5&qiZQk0fMDe<7^!J-p-P{q%2*R zx|D{#zuND{p_f_;S|F@ z39(ki#2NE6m7LRbUY>sPh2wE~>Hh79eb^fxfAyo|Fd(9c=9E-L)oL5VRrh*&i}~Ga zBBIC{UThX0?9@Cg?=~@s!!Vleb=iMOQKMWRECY!4QR^8CnKWQrgZQReV2O<|MZ}6@ z03dfgrVK!U$4I>O8ceg=XjdOSjaWDsKAmFaMA>xXpI?~hhKtzEnh7zw^5NwZJ zBb{ObxdxQKI@AQ$%>MKMFeN}JOXZEiQh>ZneAz7h+)I|-s~=lVQu9@wmPfbOFTL=> zZrdF<{dSgaoeDz##TX_T(t;U|60fA)iK{+=)R z!p~dIM^Rn6D=np8me2pf&;7pt<=e_Y!?~Y_Whpoc^fD@(PqKg2V?#ITe7J$#s7!~` z?Zc1lZ(fAo@asQ1pE}`L^y;>p{V}+U;k-wbNR?H95{g6$RBcFCOPRZBHo$Go#hJzz zjQVy2wJvc$L`4CBl#+;(#A7IRcb088fz=l&0jdTcn4QR~RNP9t59(fOLRGPDJ2b8h zAK7lNlc*2^rB19z*aACn;r9(G-b|1PL5UT_^6;^LFko@pW(~^M#$xDXSD+1;w_A+4 z9&SSH2&+gc7%se4N?Y|+oC&<7)6zPYkMYn6DQD`soDwMz2>Z}jZ-FELG)iTMdjZTd zu;U=000+CuMObIKH`F_#=_K6RmKh@6in}v6BN*lkw+XnD5UYYJ9uJ4-pLzb~{$ZJm zk&8*Ks-nz<#8reD3>-7-ECOr2k0Kz8kRYfQmIwE5c)uNop_Z~4dJ)MTrJN|IE+>Fq zRhi`?ZYOfeQ*EPINukS`0GDN%nH3l*foPXIRTW`o=(=%pHN5cPL9#p%lxQbvR1Qk}+0!U_Vr&-|s@qB*I{TCj*@x$KmhS$IDkw+iyyJTCGAh_Lw z6RyS7;SO2Tz5Uqs6JWZ~vqZ^hS+H$BuW1JJP(wqSx>bM%dz(-T*vD-reF&b13{# zdA`DV6`{pzhO2lI5Fq#cvJ?nooQ04lE~@g(ao&(CKg@+V$yN z(#W^nUSNR}Vx{Svk_-zdUdsRgIVX|o!k}XM3=wmt%N%gZ$- zAOaN8QaF_1gNVm2m{Kc3Bubu10&VdbI`1u7?Bc(RdgX@(2d25zU<3KAX2jK*J#u%% zDWT`;v~|bZPE09zg}r*4nSdhuWjb>Zg;8H&UTjmk0NY~u4f@W#B(b?rg%C}IE+*lv z`~RDNXJYJxX(5}|j|D)4*_h8ot%Dv@vKng7{U9M?O4-UE&}z~>42_>u36ddI#zPXW zE3V>+V9;5_!^ZR_mK9YKB)`+Zs|cb92obT?LX?(@#C~;tMZL)1rX27O57O zo1J6za84nLEIoe{d0Y=2!6DCSS?Ytj-)wiA4FVA8QY0aDiE@`Li)Lh$DO-F_DJ5Yc z#9EmMN-dO-xlR)+2q7}FXvv5(l}xnRZ>CZq;qC2lsY}Y#cfCF0l(1Suf>RTKUB4;c zDmA5)C<%!3W2uT@N}vjrl>o}jwaRnlrSo~d|MKBYANGdVy!z4YxM^M(Qg*fLksLN& z0E0ukY|CYg9Jj&HyT+{=${3vq2oxasyc`efEWU`n3oTjfum&PzXoetZ0&;)HS{*1U zc5yV@;VGdaP|}uSv<@irW?7=tYN~<2hVC`(Z5OrOZMRojc;W=-7NfNwR!a~frKh38*LyJK;+|uWrMXY-A5fNnXhaoQh!P+yOFf-V zPrm=@7oUIm=D`t^L|Lj4$T4^&5ePFTYg17~;A+H}*le6ZoGI9SxK`5cd_I?X*^K>m zw@FAsT-35_#I@Q&)ykPt)nWw!Ig<)5EW*ktwbbnFScxcuupsuB0P*FQZWOWGY;>wA z5n;BGJrLVPTCcHXz0B3N9WMX`DR&|z;s9N0?Q&8U02HajM3in`I=p*&;^zMS5BR{x z-|!(H_^QVq+YAFDT7;!R?;iPLw}5S1c}+4R09iR@?4gL_ngipK7_iFa){XQmMMZHm zC((Ll0Dy@4z$=GicmjkU1F8DgJ`_|NYD>`KV(D*`rNpP z7GObS^qZ0MD%loct?|!gh_(vUul}_Ke=SWPe_btKT!x0NyZD?&8{FmjeL5>#zPlY- z*I(VWRj1+Z`yqF^@B3w*-DQb}Oh=e7qEcu&2UUc;q+9`^%U##?l#_UaPo*vcfJ|xJ zX3acx-2lt6K)>ZY^@=F8bVpF#cSD)xOnX+v9qo$Ts_cZ)P3gLgo^Lr{ooE@4-NcAE zmtmYpheVi;N8EJB!vYA2wv0eM9;?u={6Fu6oxJ7EKLh}2DQB7CDh~sH|KIywDEj7a z{??fe#LE=|-_q5H|J!$e@9hNhd_8rkJN7y+8@}yO2knj>-s+2mmtDtKH?;IzmhQ>p z4N3mFpZQsUb18+7M{BuP4gThkpYR&gD4QZkQroO#GlR?xqe}rW!$U;miWMwk0z_|u zi@FJ8G4et_6(z&dqHcmH2X70+RB!Oqo(Qh{P7!_nnN`bZfP|EM;S)N}Ntn!+x5Ad77&E^l zG%0#Wv3fM?S6oR113u5pOmuKn0iaYCK@pf{e)0Z;cfaR}r{Dj~&4UA%!d%Nzm|3`T zjQ>s$CzT53Kl@~)h z%&?i_LF4_=sMxjXs-lGpkaRZtTLA!wsIqyH=73|V!icSKj^Z z_uU?jXox+6*Ci2AMvNc9aDFSjwQ^hp=llZ*LS{nW=6Lt9CO01b2J!Nt6iU}|wWu)BpAKl?Fv|3@i5=xgZlK;s?6L7N`wwn>q zIX}bD+$k*4i>zIUjE1;`p^d=l!oXdYbzT@<#GtLPWT|gt@*WU6;FDnd1^Lu6GU6aedX4AB1xO0I=Ea`mPgIu1rKm z4)Jf_^ER2GyztEOfCi~_E-=dx^vTV!X+Rdrb?LGP5zUS}f zt8t^-2-AsOqJ zXR0W%`HhK`#pd}z>{CNuH7JlGXb^4aABAVt1d$Q|u&DdZh^|lYI#){)a(7w%5%2axCAV-cDk&#ZU0|aHJh(Ajg<3nj(xtN+M|8^# z?IsZtG%Of2GPOQ>-XS|Qg-VeNw1bK75^daRC?cn6e*gQQde1xG{rs~p9v+;QsW8Jb zFI>4S%TgAuRfJW9i1N!o{+SP)l8=g{v+T zzx?9ioo{>MXMg4wf9Y4=_SCb_F3Tc8&FABkJcXqY=IcU1w>{tLv+-&mnUb&9-jXFhJUh!vLEz7V;AN-i80-3-2Dr-f|gvHK7aqFd}RZ zwk`t8cp1O}mj>#f-)P8xII*iRUPyVvQ2>EJu`(mVFbvHjf%T267ma`(IT(kaQNyVJ zS(JyN?}wpswXs}W3IJ?-P(s<@fuG>xDB~yu_n$i>SKxk7J!laEo`>^bE!RbFU~>zn ziFBVknns3YqC}JS9m)8f=YMh89u5=it32_G@0vG&yE7l<`~Qz0LJ^#Lg6pgk=)Dp6 zwA<2~|K9h|6@j82NQR+LeOL9orN8yv-=>ESx{RzM2>p;jYIuUdjaJ33z?KE~2cU>nX6=1K$yB4+Ih){Wo-qP|YgM(JKN28NWR|S&)EyA2F!)jPU@u1&SOXO)(yR_^$y6JRbK==LqCM~8B(S(uDGrqK(eF#9%X~*nyKsN?n zUKf??)Gi2vX=3$lwdHVJOdJ#r_!gX4z*9GF`M`^eno(w91QHfzEw$d>9-e;s`RAT` z=D~y8T39?#vkaU>zk%~MDfrMlwcKTtffgyYDcnVOW>l4`J)b6`1ga@zRj7qivPo6poK!ZQk`TLYXyc)4<$1Y4Mpc>6 zndh4JYIw8jR!j-GRy9`Wgep)4Fv@j3U7*0K0F^Q=Q&EJcPS4*SkB0|0`ceA$ON1SDP_Ez>EZSdk=&D6dmBhiDNrEDw$tpgDeB@8 z&88wKwrX#*CVH!ML%^uOP-z@4#$w^uKuDTEt)xX&d?wL24v#$YaL%*tnkH2AVm1`cNcZ>#d9qYM!3DJ z{b;UkY$rA4dpsZao4u!IjK0JE63;LCh;h9LjmQH5Vj%N4Y;SHKSlzuf>6C-idpOj6 zf8>|Dm-t*k`>Snt?zo=L+-Jm5GcDz`nGxmsl%`EW?P{I?m*uA04p_Q=Nz*XadVnN~ z=Xbp?@$P9-&eVaPL1ENkx%&R^{UO=vy`|=RAGF=-PD*;|w)P#JPB&ZJ$|!IC``_E` zH<{tnKJ|BTPdW2|f*C&HV}Iv~=X9_B(;xatJq+WX5rLEZcVGG^51PmG`5V9aTgHwj z=sEl1T0$?Zf-Tun?y~pF}*M8K8zu|*FXuI8kGGa1j zcOza=pZ;hoY8)^2yG?SA;G%h3enIhg5idHbBWwwFm9U@jD@6Q?QS*fBanNM|;o?PT zVGy{(ZCrW#^P+U_T8jvkSU_T%vQ}7iNE7Y%*q^`u zNB*I9!)8jF_=n%}BSg4?eJz{c^ogH#7>~M#LA%fRgx}60M-WV#ul%yFnoCCoyP^Ne zFaOe7$DveA@G<}4uSLWO=Z)}x^6TD2TDv{%(=i^VEfhtF2Vh*6rpiRT!wj{d?ha>) zLd;zCc!j*t3(*}D%2xcX;l2mxO%TNq_AMzefO-sJu?n^BBOtW)@bI$KLX3a`K@npj zmrr)^Vn}kl$1piebTL5(ZSH|x0l8$VSU`|dCbW6BfL@UA#|a43b``0p^(fh;;HA6- zvbjnVUdZ@eQ04+NaoF=t+_1WVXp&}~Bw&g=qk^QI+6OH{LPCi22}IZjk)ktX+LNo! zu#99L3dWMPbR1grXw?aU)`%iFa~s)!cu^58h40@S-uu2M-}TOSKlRizhXTViMK+tE z&)NDZjMNxF(WbfqurL7keI~@d%i}ooeK!t$&NOr#p-P2mny2%;yV~_R@2+;sGJ|5R z6~S@esN7k76xZbOx>`glYE{S({WBWggO_`$GD~H)IJi_+Nr#*1U2l8pXMg6G-~G<_ zo{neJU4)GxPA%2u5dZoxF(r%jLp&ong&2?5URH;{tiK$cljq`X7&$*r!a4j1?e+C5 z8JEiX0$d!ey&fsv%QvncSpRD|Jk2>j^2oyvKYS0oA17`k!oB7Ot%B7|SNvQ3w=mg( zzubAhhM-x&_GR1^(Q$j>PKNB?e^ReY2ffI;sq2}R(@?~K*W4>;dNEiP6-4>jr=I1q zgq;t%D`?dNp?A=mwoDaZ99@N%`9x^FBCt%8lmY;0(Omi^$(ck^Ph0JV^J{mnRmjJ^ zj<@Lz``yA>Qy!<|@B0Iv-OpJRuL}Rc-}nEiSM_w=@lt;G@BZv9%(vIHVg8+;@dp;_ zuOaanU-QN{UP(<4_@MO-AN)ae7uG0tlCwi zfAj-Cbi(D6e#dVckZHNn+LePG_v5F1`X^o;>KAgFp0HURt`}@@(i*fno0%J4T+L5c(f-^UL*lQ z;ui=2Mc8PyC#DTOm+mcLrXLA4rHp8VfQUe#kW(frqOeXL+y4Z~IB1P6R{@+P9*`jC zZ}8L zQ$he)k?(J{CSkC(Nwev$RiXPB#ZU#Jm{P4G3ZgL2^9#>C|Ms`N?VWFb*Yi(5f4-gT zBFw^7g;f=pg}K_4J9VE**`}!qms)LLg*EV1PuO{CR}r0=U(`~4%RJXw?QU7>G@Wam zm}k(6sD#MXNx_le@9cmI)ja;oVtFRsq%aiYZ z?q`4Ym*4S@cRjd0vM5_~Dg?C$L=ni^xas=R3`acLkTZMk@uF3%fOp@amp9?M8*r_B z30vh(q@9+?2JB)YObJs${}o-eq=c!}!>m>h!jd8-p8%LzF^<_`N(l+CAG&_+>tC0; zM6Eq=jq}{9YM825+C6yXukJRxBkDZO4k)#)jv?CE$5RNs=b~k^tFHO}PjH(n%(i ze%ud-)4tBB4m~0RE}&aEt7u<4JSYrv+4KodY2IOfp3i-O4ew4F_hS`49L{<@;u*TB z>~jGH2I%H-NoN%vwd*^^P1SS+Bds^G2x<<86Gyq`7Jvl6stGg#=4g3AN90?%iY3+U zVFhxBfl=C*mHAU5@%W(H(-&n^)y$01SY*6S01BEA0Ys4!B8a2s-omaJD53y^v=%)} z7ukmM$z=!#joZcNc3S@#AQ(@(Fax5Br~tE6Z>%td`-5jON~IUQj3GGTo!hD>GU=7d0P1w!24`4_B!(47b;2lvO+Ybt1?;c3 z5bj8?|M50zwQ3aadldl@5M>b&DJ%lad^nw+efqigJ@LL5pMQBeEnvMXNH&BWEkhR! zD$S#2W^=h!B~cO|LTJlOpyEyFWPAl=mZLHg!cxllblN@g5Fr680&r!ky{wg)Pe$I7 zI*ac}gv+vYxlajG>JUIkx~?-XI1vIS68m3|JJ9-t8b3&RC5jHU2S`Dp5Rou4_s9KPKC{3sG#Jis2QU%~m|G|gu zwi^&mlnsy<6%^8#eHYOqMv6f%5~LXJ+S)4(YCJFzDXqD#Q2Z88tU*-h*;cXWRmb5X zDa2pVRZ18Jxzp#iw#R7e2Ws9y$d!on{qWkyAK&c8n-`B>k`XnKD+kKug|%1O>t`GpiBUQL02f4*4h7!H_O(k5SFbHp7@zgM7r$SGlDcY%Xf1H5)5yZCOCNxa+bsq+~3U9v1v6DFj(fl~T&k}F6!cE@ho0+#dDT&C1rr}?H1K%4>2 zybO7yE%i&y9ZGi^jxS^e<5qOo;i;T9=d7EdC_}w1*el3(=$QvN z!7&X3p87*yvuw`kSPQ7mm^o+Ip63&F4AV$@t~ibrml<~emRev$&?@Ltqm9_jo6v2S z0Ht*Ud2g$>&Kr9w-W{x(DEoA21rSgI0I`&kJrVcqoW0CNfn0rCNgDuIn#_*vkv%IL zwwcK31~QR=3bWM^t^>u?a)-XXZ0M`X<&}%WuxNy5sx0V9pd>c=7OiMSi3rG+fm+#w za^ohs*r^wgM>uHqyI_MJ+WuVy$?BxS~Wy^gVCsgeP_?VJ1{UA0wb#BOa2A z_7H2V5NzczO*|UzhOVQVxQ0AOe$?bpow3#uy>Y85tn)m-^x*zePd@ej_dRvEndYew zX7v{GYW>B`tWl_IW!mhsJ?)&LtW~(392EuF++R_#x+fNPNQ%u)*1$_m&ISwNUU zM42Ha;NsJYyxPT=2F2)sq&YpNZM3O&BiK{`5lsmUfdBwzXz3u1X@9QOqGq`+`qcYg zK>Ec*^uZtchTU!pPzi}aVjLQo2iF{*!-r@c+KDL^))ool; zZI`kYKSWTb%^*W#5?XIV^zsvN2-Qo^{i6Hy?pa=W_Dk1cOfxzBf8-E^%hy)^X|G|U(eh;GDfQ8-pbnLHsJ}3y!II%o@%UzeH zQ$6ez57%kKeU;nkybQ2Qd4e+?sphS8x@E1@m1W#?im5I@r<|xNmDJ_)L6`BmSEUZS zQc@}+r5>aroel$c4>s5HILq_T-3$}{j?eks`|DlW>1L}_I^LenfAG^j=RDm0s~`E7 ztTU!DU-g~#TJ*<%;vXNk@Hf8cFHOfZ4V`Wf>J4w{8@};3r+$7nsc!g4U7l$c z`04-a=a#ZrUO0o90tIffOi{h97eJkkoy02L#cEavdgMx5HKy|!F zEhLE43!nyAWySISA_WJpQw-oL#~*G0W5-)aLLfPe8cJU(j!w5T%EIn&5~K^ zikf2b+DlPob}X%#Zc9)##LTWM25o3G=7Kw|6yhHMdaIo>>q`kdU=29sA`FN?Huj|L zatA=HnA;x(Vr%a;Oixq=xK?i)Z(c+b#Lx>0mN)XRHh;(4PgPWGp;|+Ob+D^~JslMm zYZ9=HA)+k8mToGwEOna8{hOO7-uL9My!Gwxe&-VpUOJXVRFFlMQk1Q)5*iNa*TgY0 zR6HgVR<-y{LBUBh?NL>0DG}jPE%FvoK&UK5btJX)ODSLaAg)Qh0mw+bUp*3g~hg7?*Four5X@|MBOk5!!(t7E`Bo(fVu#< z*Ai}n$$)KrLbAFo%N+=_P2f~e$A|s&COYC|GYY7%6jr6_T%LUI3;*V4-}>YePtWsQ ztJv5k5wR?wiiwrRLc1FzzMZ31-WS#Wg*jZGeVo|d=sz3YpSgo+5w)+OMB z_<*>3v%chPf!q!VC{DkMzU4q4x_ABPs~+`*LifW}TQv#$&D6mDs{*ywu3SmgwH9-5JnWB(!JCkZ0Buu0CpR6umD?u{75|x95 zEl3UH=r<5(+iD68RK!?!#Lnp5Au)R`~$V?e()dvBREvTn>lxL?(~2^{FcApji-0M=PA58 zPc-)sRu+R8upZIBq+aaG$-O~TQ&-%&pNA z|Gur1tG#f?@~_|a*6scbm|KIBEO5dlct*;=NjdMmYKvgB1&k;Ni>Nn{&5-jSsSA|8G zRji(*RxXw2d3oW5=imOexBt6ee)}`;d-m{P=87!9thKPsaIKYVsY@xIy7OfLLql1b zt`j3>Gg}A>(XnYjWmW6N^W_pBsvx>7^4yCrEv4GRiHcNCDJM!p*L67~YAK6Uk0xuW z(|InX)XJq4+dR|xTuLp4S=a^`^?kP)hc4%Y#D#4uvFPzMl~VlyHdx7hf7j-+ezCSa zV`f0W;9NxT8&LIb_h`2kR#B+T0+z)TVFraVm#3e2?pJ>4-OoJv{5&u7R8>_q+VII9 zsEGutHGjZLAV#4jZR53sSQKDG1aSyHhYy0206ZkJ+gKBZ4K)kNX<>^exB}1d_|n|s z)l|f8U4M+zhXo=;qWymN`VV|vH+JB<+wxQqhTZ+T&`z#+E;P^@xGF^HwwswIzG07> z2Z@pUY~E=Q%KZQP3So}B3)80|dEpgVSg}THVGS>C=HgiEin_LpWZ;FZ#b3Re2pWTz zPsgJO6QT$MK!@Wj+tY63uAD(~Im0sDJaz7&r*2yqo__A>1Ev1hZKVIfAN+1iL+%f` z>JR*bw`djU=E~zg`jH=^+Vy(Gq5qNp^DVk4YU*qM3vYW**(mHN>G7RcXZMPtH{{@lYjmbyTs={_a)b*;5FnM z*&O&Azwv(oJ|;+$YBwwHfEn>H|H{w&>v+;vUye5Y?6wiRgDt?qOkkJD*$diLulh7L-*ddO%*W&Lxo2N^@`)#( zf9|F8apo#O2ksBphG$j6NUs8bjRhxQS(Th8TB=Y^B0@k6OoXBk zlmCo-T!gLaBa4#=VHzqFlw5e=D+5LHlb zw#hj?`q*RJ-DWx6kdLFhbl>iXkYCNk*QGsfZ(E~2HyH?bl6LE5U!uG1GF9Qud-3A; zxV*JeC60XO=wVQ`eZ)myV|_IoU>hQ%ffH*Wp4h^a=0d3D{+rqK$^|p_TBb!!a99A~ z)YI-vw5N*0P-jYb(rcvo{{3f8bt81jNQyITH|M%^L;wAM|IL__&T_pOZqCzinCot{ z75%<{@IyH3)XjarO^_Za(ABi({kxug`)=t0Z|BW!zC}bxsCnu4vmQpmiRrihw%;HJ zVLkuUzxxF`aM|tVq#GS7N@D4T6Moy(X9Ebt{?{D;xj zkdr9~^jSKjlye6vx$Dm7$(pHCN+QtpJtb6@!a^zKjMb*lpiQa*Q9;5!b*frfD0j#6 z;XF@O0lp|YTF~o2+g#~fKA;p0YIOG;zvP1Ncix*d%NBCrDt#K;hK`s z3(panEWXlaK`8!acrYxh8xFrY#4y@%`>(K*cSE|!KdK+7{W)AxfbfJMPTnq3FW&5q zkkg~AZ;p;$XlnG%ErpO@-lRXyRkg%J^QR@k)~f`Gpu#A?yE9;~$NFV|`b)6vvC3ch zn_que^1bm~YFE4dO|N|;F7nuJdg9+cPkM9M=PTZv&eLmO{g8B^r{P9koJnXi^yhI? zkDv2LzmTXa_4J+J^|yAt9*g#v#|b{}6F$Bds+3933kVIz{2M;zqZXJYPu+g|AOD(P z*Ke{cw?i(Eb+4DL%*%+FuCKO0Qu|Ev?dSdBKX{lqcQQ)(+%Ncilvy@~RZrUmcO5I$ zo2l*w-clZ=*79F`@~2$wpc9&Tzb>BDn>h|+Ax^azD3EqhWr%b|t5)#panmXQ3feL~ zHfq(A2N2*qxaQL4{>95H(&hOcPcnHHN7yb>nXT?os@RTq=fz<-5MhgCB6Wn`(d_@) zkTvC6RfP*X)tT9DwW%j4VksvUBerO97kJ_2<(IF8L!503`Zl*{Q(Gk9$irF;=fZ*O zfAvoO9l--;cluDliWLDgr3A^IfcIRvu~EN4i`8sB&8jJjKf3l{{C0qutwNHS4Q#AZ zSy(mt4lr~X#pS`rG$XiTOh1rM^jLhTA8aS?U>t0 z1W_XjlK?r{iP4yCBgEt#1z}~DaJJMM^iM(AF%}Lsol1t8=hui znOp?D;(%L3x4OEVtN2K)k*4X5FE|b#`T0Ai2;&#;6o~Q|cd|VSh-0{A zy#Ou$eTTdAlgqXR@|4Wx`ivoftP=<$cVGNfUtK4j;K8(+zx zw{XQe=Qq9S)wrW8?11>8$2aFPq}tOg(E0QK@RtZurDe?ghd=L&q3=P5 zI*z~fcYQ+F54`I+SNbnL>$3-3?Hp4YweMm=kGL_7N14JZ5>?)3O3#voxV#2h?2RqRzDO9j-ZvpKo3>dD9*OFX*x#)(PRW|_5!&02RoCgREzA8 zlEE_|KBPul{Z!~6gkTL0su~1bX(E~ghzrCW^R*g62yiokL3O|<0292}?!I>g5-I>D zR2Bds0tBt4h}2pa3H9d9hN@ALYMlUU;xM2THP^&;0$yCCrJGc_)!&DYkEzA!d9F`)0)Nclb@ct3RS}IFrmZcQyNV9Of)KWzeGgrPn9+qWR08wSp z%3Rrd_~y!hxGeQNm!)#89D2$Z39KN+pCL#v*ErR<#W!}pmK9fDVK1RV0t6MUl`T`M zsz~62x)gGvOh_P!V4lu>#=6W)Sx^9z-J|)dviek}qiy1`gCV{vA&g0T{@!^SKg3>b z+TMZsyH=&WF%0S&Xju5>KY5x-8+-zQ9__eQ@QnNgs2<{Nqb)>b+>8%Dbk8@ZjS^e$ z=`O-}5!S3~|8mne0oC;{Es(t%r>z2edCyi&zAnk7K?++HD|qJ$*2}!KSZjdXq5wDj z7jd~8&Gkg)ec^xoCwf|XzNgD|Vpykc2ANTRsay+LzLE3=kTfW7lC@>02>4(iIa5yhKjIgP5x6fRV z5c=(T!BmzC{a9{yIB$BO%ExQ&%R(uaAtgS@2@B=TCZ`iDS9v$f2}woDJt-3mJS84s zO9U3IFoeBOOz5?$M7HQi6fPM!8m~U>&QykPV-{64@E;Qzqi(b!03rc_r~oS@G%!$A z2n}|$rUg;cOymznh3z03&><)!$}F{YEC_kIzavQoq>*H@f_M=JbFyePoKV3M_b67h z9r*@PMo2AUBTAxG)XAek6_Z;vv>K2YcHH)+9g2v=jbxxY(R*1QeM9QpwEva@>UaI$tf9HfrzD+uImV~vM5Lu70@nqRiu`Z zyT;c;%d!~x>cT86fOMXg2e+r=>CCGK6yrQvDl1}TB~atM1_%l)O?@Y9ZWX!MI!UUjN))MJH6Tg~ zMz+vsX-Sw76^K+A0DOdk1^|Hs7#N=dsDYX4_S$kqh*9!lx8uXJ9ACv(1Od<2}I&F3`H{^ZUsEU)okl(Y69B~$I}(c3g@l{ zsioE|d(t{9&}WK;P4~7|h$kA-?J6RUs=+jNk@RauSpBM_%*9sAf5f;4y}ZIWWozDx zsMX`TrasN{0Z~oZdX~<8!ZfR3W&}MAyHs(}?Y$%2cC_@vJRCPF%W2$gHfPX6I(EmY zzrH%t45J*%l;(ZuU>v3wca?g~T|O>Lmj=PUOGlhGh5MrlaN17<`w2<&J=R{gu%lX+ zO}|}kkAU4~OAK(kr2Sk*lx3bJbwdW(_46UYZaOYmVM%$j6wQOmgh&S#-XsFl3ClH( zlc_}KcYMvbke7Fk3Ul`n{_Ts%d^3weCcVqor0-nljs zM$5SqNt;G%?dBJdgoeyvlf^KD*yP6IUGO1f-d0E{v9f~NP#|hAfgU8-wNv8AS|F#Sws+Unac|=z4X?%{>uFqZ|~o~l>!Q4!4?oGd;Ajc zl>ZEf!V>8XV~fx#6`ecT7ww|s%=rdG52BYvxF$eRMKJ~KodfN2r4(j-@&5h&Zf8?( zOXa@rDzhz1;W7?GXO>>D38dK?} z#00Ip!dZYUBZts(RA#)LJ=31Mg>-JOy`W1?=eqv3vQis*P(ijG{l<^|4IlodH}3ZP zVeGn00tzb10z}$U4aUwRtAPPTK{Ij)qJYL-4FKWyutY@|M+2cdB0-<#M+Puz*-+F< zp@yUEMKOw409NJhHcums=?Y&%{=)6C2(`sUfwqH)5T&cDYxBUZ%*wsSi?}Yrq6_ok ze`?mHnWV`7t+oigh|~ikj~ktc1FWUkrQZJp>r`94+_P?#(943F1-b|y+qJyXO0R(% zUfjxRqO}?Fwvg>bmtgnI{YK!5zb+L;CK2{DU_L|MsVTE)6JU!hW|U;-Skzk&=tIgBVs6@X27LF+4bKLNoaWx8md(Mx~>Bnp}h)besRC;YRT5lfqa^)h%8Os#Cv z8sl^==+2$U}rg-4R&Zvj*O}?+!$i`wl=U z5m;7ISXH=I2!FZh8)sg=5D(A>IJMx?GAW|qNk5+}#CkqXPd)YATYvfO&prLp{g;om zh=9(sv1_TY2*^d6r$Ld1TBC|}@)?*FNjr8mr_pr*&G+}M z5`Zd9OMT&`7td1xpsw!(l#)^YL(a((!bXQxYgL3&mQsqcSf)-yav~tKq!I#TLQKS! zm&(WEwA3ov`farJZ-}ZzgmLK*v0b}2kkw9HJPcDi_FNrn^*$ZvaRHBRhcRF6H~V|r zVaT0vyRQvnQLOK84q(vTHSo=#(U9Q#${z@Tqna8moBkpQsHjv`>kt!F0dL?m5B!3x}Ub{wj~HtJH-?K?&*z`zxLO^sg9x|b#q!qK%~F%SO4OeHc!3n9k;yO zqjWi^<9<+i=eyoT8J>UP!E$q^TZX<0ZznxHdHW2V_-}v5cWiHJ-Kt2M5f-f9|2Mwp zl)E4MXaAD(Ng)eu>v>09(;f2?cWxVv=xmeQ7e*lM9*VB^Nq}H3tk;{duS3Xz-l90VquvXgZ|fvSvQPC0CGb)bDF%!1?l#5KA-1hDNC)wT1yobMNMSrF0hKIrY@^0q0JS< zQkKdU2@114FR!9NR6tfeO;h3O6a_6C>OumxYdsBVPywL58QVUH9k?na2jb$c+BUG) z#Wg(uP)drl)QYh_h@i@1#5A^0txwYQsb!$eRVX3F;2X031tSiXXgLJ z&mySeMYsMZH;~?LXw;u}^USRnDe6u*9Lw;LJ$vb1mbRR%=bf!$tXW1y!rgYe+wUL+ zGic}*gcdKZ!gI&wLAV$iXzDBKJ}}DtFCwnXU3mwQfrwZ=J?0keLX;KAM2hj5bXCB`3-gnDT_*Tz)e%Je+mO8+4+;lQ62gH6qk2NiPE?3(LE?z zwZQF_!1+1ohkBdxfb)b`1oNhL)Bo|U-;Q~EGn8x588dYX+zm)MW0iBtTj^yv>v%Pv z4%pH4kNkswm_?wBw(dlv1^`AcSF)N8Rd=|MJW5fN#>oO;p}TJ$^=b5gz@iB1gUhYg zN)-T7&H^H}CU^D}1OzSNB@|gWf3QBH!5C7=-$MxyfGgSDJ6HpIOr%ayg)#3`Fq(h_ z!RFzCMpI2FSr1cL)y$IufFPk%Rh!%};e}i} z_7yS_Vsl6Mz~$E2uv;1&jpvsL#AtVoc1*Ofu%kLZoTw*d-1iTs(~+F;!`%Tz%d45H z1S9XS_2maQ?|s)3&pq?v={PH(FozxWuwGqb0T{ihwZ0*0RNh5~+=??$L>i?g`Xg2h zcGD10#fTG{P;0<#Ev>`~);AZiJOW~2efEXtyZ$x1G%_zJkaI?W0^FsP6I5YJ#Fb6! z^ka`gg^N_q#`4NSL;%&O=BT3GkWt05#hBU&)pKf~7Bc!}t%UCmcY*s0ni7eKQ{y6n zNVM+}sMt6Y_h(6bqX+YYV}vbM^apYgTbTE|E>3{{p>AXAuM%Prp+qbQYY1wngAC*F z$YT#Z`R-=}#|B$E@8%4v0(Z`FH+b^HUYZGA1@2b|Y7Irav}j?=A`yQnymvm;&X1Re zUCYwqvu)ixBG>jof;&j2e>$#VJ>+_BU3K)Yx~_IBEk%;KJL0(6o$@Jvl<$D{>t zJpS7se|w#@A4=(^dob@FdEIV*#>y`p>m(^}Ztm%3Dfq!}di_FW3+X*?eQ((={c#I= zKJD`F`qWS8Fdy{%6L0ykvTRgvAqHbuu#^~(M$)aa0!T_E%z(hmt>oPt^LW~3rL0dJ zk_(aofOu;vnCK#+h>BG88S7TSCSerR@*gYwL0-zGAqM8%BSl_Hg;F*r+B5n#O(rF& zOv&2KKtsYkbEoLlE}^6R;Wz2C$i@yr@UPn)D%c32`-q5QfVxGkaB0Y7&MPa*Gc` zvH}sWbcl9Ci%qPAftgRo^V9Et=GkXnINY9UacVJP_J%SMC&To{ICBEL1+O`}-r?d^ zuet)0p$@&IL%~N8tEvhTS+q{UR*Gv_5#}JUaq)fLrhx2*b3}Kislm4SmVv@O>RfpgH zJ3gJa-1i7w_9q5tl^rT-Q}Kv^kf4PW;Sbq^RY&~QY@oC(k*cZ(UTZms>n`6@61C^T zHMRw!QE4>C5Y(E}y+Imqb%xvun2BrpB784QAVNL{j1nb}iV!SD45JZ0AkbRrcL6jh z0-#kA8mSW)SySwJfY8gJEl@-6njnk65D*f!GVs;?^t*t|+l^N*=!e=eLYrCbs^9WF z_NkOejOH6uRk&KUjhO;}wzi(Jc7EgT3Rvp`h&B=ci`NAJuvX#95ANSQ`^%VRylbzak}}o@P*m)(Ho&raDA83VB`n$r>4Nw0{nnHvi``HJ~EkeuZ{jzP@*zbB1*Tct2d*@n#6@IBoM> z7z9@qtK8jn7i06Se{>~?mv3*|7eY_!zwgg}$iSf@a&MVEyI_bczV94UNEhb|1sHu> zt7X1(X}Ic>Rw%G;!V81l2Dkx$j{PZ}#+1JF3;w_%FL{3&a{5Dm=<|j;VAWChbH4a9 z<$BrdCOY2wptH1IABBT+Q`78d!pE)CzO}~TdFaGMU8kV6;eXZqN zzU9xu>68KPrTop`{7vVZ1eDTT_e$7XGOs|Cmpq{%M-BkU^ zkN&khbPrvReV3$SUn<;N(%e1#@OBuFANsnF;9e4KhrF3@_j!O1dh89I;BWrzzq9u9 zMyg7GbvlzQzw0;twu#~U|IXh8fR@Su1frzMiEOmAvGbv@d#_xDxf*%}YAC%hTe?R< z9p?v!Yb;wN1W}-9YR*dOy|=CvW2wm-J9-ZaYPkh~7|TUgVCg(2v5iDkOzpCjjkX8A4{4za2DP@{3ODEd-SsLTK;%r3oqTgd{YWDOQ}U0-8OrMk7MdOMDYoWlvisOB@`QdCps^D|NiYVS5YWjOjw=C+D)EQsq+FM0LY*W>Fjzs}h$R&@)YMhL*>&&3Ki zMh4Y&)df_QMY;L}TNk(Z$G%U@ys;ACxL6HY<^RG|M||5p++6cD zh+NH~Uf5tiPOu!Uisi2DY(5`Ci$Lt4>wUb~TU zeSTH^FaOBr4X{7UVNd-;l}rAD&-sIJ%wPGHU!0+)nk!L0Ed=GO{=2U{XZo@){cm_v z?&UL7Udl3ve$k))%DLmO|BmlWyzQ~8%jrhXiN|mH&cCo1deyzxQ&$gECq&(jdFpFL z9Q$FZyCIF3_T!i)+Fqr7C(D6zt?7tT^~|?KJCu#;xt}@!IGsT!Si0f3BpnFShK5pl z8E#;^QCN0;m1)pT;`u?R;PAeSrWcW`@uXBWRYEI|Gm!&m;YE7?TO)cj$HPX(A{se} z7f#262PCj@&n)5VStgahgSx2Nc1_4^BrMF)!wq<84BWyP3g_;j1ukl#9*EU?AW<@z zaR|nSe}hE1jYVu$(k*~kt+&~(ok+c~vso8Zc6GjPA8lfxWRq8X)GAmdq1~4mHPe-< zcXzpOVTk?dXxAF&sDhPf=9F{phd$-BN}uJptO`rqRcvR#7=hg)X7oEk0JMyed-M(u zmgDI-ozLu%u7Z_vwB`d#WU8n_tu-obHIA_A{`PtUekEFzBo-oqBv}Kczy>sEKh17i z^-u`8QcCd@%!5TrNda$9r_(f*Dy8yLSpahCs|CWaQr2;0NVYMoR*7nrWhnqC0EKz3 zyc7|Rs-;%b?GX|*ORO!x4v7dYqYeC5Cu{a)+3vQ(W=uY|+dSE$KU6Q#`_VQMY{X7+O@kMe&wHI6UHiC z;Fp*00B8{&v>@95e%se{;;HogqGifE9%tRu^Q3*cNucNLrsvxAntFu}5Bau}B?D~I zjGM9CmZXU{I4yO+>(p_s(w&CeTyBQ_d7c)Yv+QNqAA7uaRH!heu0Q6n+a1q<%RKJ{ z1tvN#bM7|Bn$l+Kj-zyNJk&AqxEU5)a^0K~Z0b>`S;r292AyTo?Ud$@E6jUd<{Q{> znrF&a9d?i(B)o^3(|EH#Oi07ox=U=UdyNAEs0dNA(n=Arj5@Txs#;?KSnkKR84Dm1 zW)(Io;M>u?uBvK41F>MJeQIv395o7AT(*e$yuiyh?GgJ`{^7{NpUeyiHMqrhxGaOIrx zX1m37DD%Qq%oo?#*I-^LAtH$CGS6ix?mb|bD%)ZR3PM1RojB2`xqT>VqhdAI6@z~P z1O&X2$wbh`(jk&<@=%pA|58_rVk9!LWp!;OHDAG=sNDvwE+cpl8ln(awLV(A3X9kb zYYpsO#$mX++PNgRJGTqGn3)`h3z>;;@xb8Dmot1`L|GOyHX_iALzu^D8UrH@@7x{D z(Yg4xvI#f)7~lOP4s%{y8@7wNw9l_FpHbyxPx8VCa~;!A+q<75#K=Mc0O&MgztnL? z9Xe&KOGk5(Zae95p3B&8^m;zu9LA}lb{iSaP`i4-Je0YP8&vHRYR`0}o2^hDg>y;E zF6m($yXADP^)TjN{b#8EpLCvd$r_Wdh1UvhzW*iTNS0J>$m>= z&!4vZ;H8%^r~M6{&uJjQg$@K64Wf4zbHMPKwqV7#;x7@GU#BqFA{k;o=eUFsT85H`Nb02mPwNwh+1Lx(n- z#vD-J_80`v@eEJ_EU6HIh$c#iNR&M%Ax@v@M#w&!2vms>35kd(`D7xA#xFFsYoSEw zoKMZ$jcpMgoh59*p-2H#N(lhGAl?mtdMZ9vLN8?1jD-2IEUeX3RZU>(Rem5Le+3#bc@{pVoDaq5k>BZvdv<# zTeQj_J7Dn_tTPPIPs+_TG4ZMAaF0MO^o+%*9ZP$Mp{l~YQI5&^&15ou1*H&M_>zFVK z3M1TU+EguC2Mx6pf$Ll++2yxE)?_K0LearNW;)yUtd$E<_ESfQ#Y3n z0bUW_t&eLp(=E2UG%kLRc=rTwv3oJlQ(WV@OUu%&Dykm;TCM8EAj#wtMYW&w4ulWfGy!oXc{{`S9)2Ykl=YHxZ zd(x}}Qhw^m=j&C@$g{xde5l<7GfAQMzVpR;&@>Yt^p~G~2I_DSyhn#0dCNb>#FZ*D z{^(Er7~b4!K9|{4hPBq1&cbMY^R*C5+Nm};&U2livjmhJ!`2Q)dtQq-YFy6 zw~a)uf60bEt0`HUlmd=Ss2u=xdf6^EloP9Nqe zpjB|z4ei3y%pn3LROUpPn(85JQKv*E$1f0&DA_1IFs2MQgjS-7;ytqD@ivkG0#M2w zvo{)Ba?hhK@ZL@LrY#ZUw!HZ`;aNmCk()gLxJdM_-B<1-Y52Hd1XTdQd8h?cAsOF{ zI`ZoV)}wb*5@_5X%y4siI!=>9Dy1xCslu$BDFGo1BVesn6>`p$0Bv+IGb99nl+#j{ zX_}bXC(~*~qKMKAhWl@Kz%f-7Gy`J)+9r?|g#f_3@XdppMERkI9@*`8<2XM?S6eof}dx_-pz#(LsAujxJIFst9Zf+fwVp8AdCwe5LISr#5_C(1=&tJ0sG)u*&{jFJDDJz58tvHmx1% z;^HAT(p@`!Vcb`<{E92~+g=s8Zv-^I7UE@GuMh!X9)_FUxi9p6fBU=lR7K}ew}0#qB9zNO7! z``5qan}_~3Z_=E`FaKj-UWtd(mCEu(fAUXEGo*8O&XAvf|2uUVX`=^#R649P1LaNq z$)Elu+=x!weclp3*gysDb)R0izm(I&B7h^M?6c07hmR=miYl~uW^|+yFA|> zmA10~7eD$>hIBQR+uc=n-sLTfG|vDQs|9Te0SGB50oGb6k@=y?CboE5Seo)TN=og*eRSSE~OA`IQ9 zep0`ppi6c6Mnz>Su1}OwXKm~fr6nLndFjQLDhfeTYS7H3Nwc#PIddsS?S?5DPZt_B z6R3##c%Xm^2tYuiSGLK#FLyX$7t-!MWrpYyC=e2(zWh%M6oQ)9O>H7n|gr?`9l_1RnT2Es2;UmU|SB$yN0_x+~!1&KJu!E zAAW=|!SS#_F^UESP!<8`IuenGAHDa`Lk|%p;X1vbK zdug?}zd9<6J&WPR!MarIE&+x00<}4=twO$StqX&7=S2X(mPfceIKFa?n?J1p@LhlR z?{04w%IVPae%M{7^UZnc^5#4L=Knef$?yOvXC2R}*ZGk8-M4)GHzq8yZ1)1SThewj zKw0|qb$|JrhVvxQpGUl>x@eKo!3baWC10*x8gSC#s-KUyBae`BnR~j%xsXnqkN^1J zI_$=Idhp{v{V!n{_PD4_GRVh$!l#@&#bf_7|LVtP=6#0KK`_go{Hm|Mt$fwPU;N8| z70*Y;tF)X-PM`H@zh@q*l=F{#?++_(j&O#2H7}<>_^JPSxl%mW?|bu`EoT!&eViyW zGZ0#81XKY?RIJdzJTN2#pgXn7fa{vJSp=d)-MZjTo2eEdS%J6$7-ET_Dhg!CptE|~ zQxsu9040fjFGT=$%_zbUe9aWmzXp!sN-)qcFuE3DB=3+ybt-zK1fW1!Rfq_@q|I?q zqNt8(64)|c&`g=1TGboRr8S)C8fBUyYSYA!f{#&A)wzc0az|6_QB{vEK`muimdX+n zUH|}8JWwS9L?Tro@@N!2Hx_A=kZ%NVf;NxvjB^nvkvToatg%`(}`K8Wnr#xvB@!5)}={;57BMm zo~MCg#akQ#5REjB3KELS&COw1%Hywo4LW-@8cvJ|gd`3s>i+urp?mi{ng>6#?dPVd z6(9y>*t;+?dbWAUEpH1Id}-CGuHy#Uz824_V)Ti)(-)sN(?S>-dIDItnO@lWwpZPI z!?3Gheq}?XTcqO7B7ig2f+V8dX4`d*9IM5`c2ro;=6UvuFv?vmxV-lZ6B&nWdoG0A zR-pNfUVPpTd1>atwwqVsf`H~$>cu(NbG1)}9LLnafFEtIxT~toc@4WB+|a8v_e;85 zNnH0vL^$?`@gS$XO&#u!^2fjCkDs+9&~N_h-wq;6&wahe+Xt_H=-zqW;d1Z!o0m6z zo##8q2Vo<)Hgs^mD%8 zzr+Cnu4o#k6HmkW{5yWfCk{Q#%d zbZKL|$OHiiL<~RFaN;2NhrDt)JbLlqM)3lM@U~v{F>;~^RjSxXXl%RPK@WRR(_Dsz zSeOV1%+<7=da=A((TQHP09pq+`XF_&x-Z8=*tLmAA%Q%os@<1WN2|we9w4>tq6l^q zb*an(6bWs|UOa3?LU#9Ay?h3-l@XW-tF3Rq>w$MU_J)Mgc$LGO(_iJk`F6$T#{r9| zvM`sjxN&6z{i+3XkpM$j?Hq8|BNTL1!v;kf5Udv~q^<8Dc6k-uH(FytzKSW)E;(re+*8M6dM( zx(o$Rz=geQ$BVOH5biYP;~w~B_x-vH;=3Em3;zh$CkP=JX7}uNAlk72^v;dMZomi@ zA%;0zUJnpZJrC*jPyER*9^u$yrwZz`Hz16Z{F>u+5^)3xnJ`8fyRm> zB&N4~&p*j9eEjeH#4(>voVxBx>W;?E$A7|aE6egJpZrOEt_TTd>V)Mq|He=Jgq?I> z^2J|6%Vt;TYQi4QQ=Pu-Pkw1v_%lEI_c2UmxR<+nI&~@UKKs)@MYr&KKKaw9bFTZs zwI0U;5Q>9H6^Mw)P)ZS&S}R60W;@COkwBE&V?&HwR6tC&r6?s=Ya*8qAi_OpG!A<}#xaeaCTnb4l*347BVLhV=RCHtNzdSm>>~?rbK4-mGF3+o__WP zANNsf?lPq$s+5Q_u{}J42?-UnEKBaXoN_5eM5J1tJNg=1aiO-WZCYnFZtcrAhbIN1 zM%p!%n*Lr&ndYTbE_KCB(Y+0zoVq?E3MeB6_ns?sUkdB=)>h0DW~6N$@0RrI6|mYg zUAYMi>JRmOrX0A3#&k%_Mj5-Z>6u>l+E?w;`A`4(ua&vb zVNN{IZa&TT{@XwMSDDgB{HEVDoS?!DZ_L zRKhJ!WlMCdDoJ)c&v_iXOgfhd1k=(n^kcsu?UhTSzMizt2jx!3vRBZNXITZa4i-8C3*wvLh0qmsN-NXA6PR7r1I{ zw}-lN0j-?w;pm}@VyHIoMGG-PSlz{DmfEi(LIi+#ndTQ&6iL}0r~tDST{;J;qe-#W z7iU&bWo(-EYRgpB18D^`ePDUF@3_h7I$mLK=Xx?f`d+ zo5VVjX;x6h)H_TF z)J9VQvv-}k!`GT=!5#$qQ$$j*NCSLQA@i2UGqWBXO=gm~}+*P6LZm!$RTKlE%nYZJ# zIX+zP;n)`j5!?{S@#f4*<8WPSO^N!v9FOCW&ZSS9N`W)iVaL6u1ch@Un(!zYuaUIW zV_&24Ohj#!N)uzIb)b7((vP zC0z9;i?OpnRe=1FSOq4!3IsOaKP(_v|DN@tTXvyc(t1*mAcC=Iz-GGyzhclBMoGFW z2G?=zd8?1Uv?eD6$7j9BL_&!G0wQ@ONUb%Lyi2mTDS3X*>7TGw30xosfHob;w1Fe? z>&7>es24I9sSylOigzot`P87z7+4e~V)}^0s`XmDV;%P~zv4oIew76J$xQ~7oVWx) zaXOw}e(B}uyu`y-^?@1&U^=8}di%LN+)?{PR#PMEE2afS6ns{k zi)i?KTy6+zgr@#DESqI-0f^iWg7KvZ}hmpGu#5T+FJnVhkn1^rcCRpS4Se$(HfLN++qY(a1r0N zJCT4+(W_}LBHOkF74QNo_HDm1QCvJ=y=ze8>mqK8b6xy(C8mqF2hQ&i?uF&j)oeCb z^3uvfdrIgrZWAVSF|wPYp`&iD1=76Wz8n!y%M6Tod&;`i<&Y{4=c5#zD-E){qV4vO zj+~(mB0bkUce{Qgq+{RVy$_J=WW0AB2dyimLL5m|998zf8w9NMXBR%JK|WEnepl;{@FiExAND%@vq2`yDetD z)qy(P{k3oXc1q(9{pk1Aj^|~2rTw&1$m0)v|38)e{`>#oTi~!vhm)S_X*~PNMJ;9c zd0uE|p`L97o8-ckojoYFvf&>=&ZUTI89c64l`WyC#y%D;I9`N;j(RkJQ61s5%$5o> z1Z@c-uq6OQqa6%{1%d4J;0G2JA98I`qurN8Npw&!x-;DPVNA^ls}qf|G-aXUW*EY5 znU_Wst`tT}?qbGX+rHr{YA8#~L_$MZ?l^kQR|{{oiE!JZ04o>>0PL;!Duydbl`t>P zO6387*X{dq`(mI z0LBtEWg}srY)g{h|u8ilDZmcwInj&iJn>5&*ENU2b?@aaSqR zcDr#x`wQhB1~H8IWvmphUkWJ1!_y0E5Wio1H`%=7hOPpzUc`lgyEI%1ue^@+Z2=nS z#g=K|!^MI8N-qxO${=jJSKk6&T1|D!2)2bRJh&+60|bB{{g?l=6%iT?^%# zzxO+vj#HU1)9ZfW7dQD(!qiRa=lDJ1?>P~F7=cuVTpq_5n(HU zL$Ht=0wQ7XE`r83PBE&^01&l`l#A4kdlmxpGT~BuQnvL=)Guqrs@{swAf58I$~c2p zU{&qt_6-O@Wii%b@TD40%@RvBVbJO!uP(ASeTug1;`+YU;pO5yy27xvbFmRDISjAp zRvE}zT-HQH}hPY6f(NH}4Oz9Yc+Q+Llp)1ZOtQN|0DNSCr{3%QC6ajSy=z0r_WCno3aQo)C zKb+^p+Qc$OQcv|fClM9|W`4#qo)(&rasou{oekDN1Z8Qk2S8qo4PdCq7NzMq76QkXt)z2xw%FXF!w!pH z#aj2RrsWlfe160}G19$e0GdeZ<7(~CnyM%O)sD=ZUrbesE8 zfE>E&BOv0{?kcuX0F3&aC5@UKH7-BS1&b9VP+P(qDK1c^eyiGcE+qYB{cWu#(GL;< z&?_BHm5JY2R##qegGo?c$%9L$r!IK0Xk9{xtS(|oy4s&;E`miy!|EYy5#4lsieoI( zcYW{oAkcQx2kO4#JHCB@F=OB3`1m7-hG!aYuBUFgJ)audkDLp9{WpHygtVDye;U8x zYrjTv>Em=9!`t5c8y)7@4mh9Q@IU_h_S}N(rg`^MulymH=h7yI5o6nzS-Ne804SXC zTI5c@k8*2^NkGQaoHn#Q@x0yf=?*nbKMv=HAs#}rYsySC=TkE`+yW-bP3cZOgky*s z>h?jlr}5Ar!n`9qNZUY4M;4HO@V7rnWuxX43j-p76cE8+%^*$A5)z=*2FY^Le&EKx zDm@odMF;CZ%@qV@ZMbEvCdp^rAp%h-C5I4_2L&l>uS?T znU2Rh(^R18V$+AFr_hF`LkvVghe%i`1%SP75uIO@iwb8Ena<~Tz5P9Jdc&I^c<|Bj zl*VxaFf1ZVX`;&s-9Yvh4=yROW~r}{a{Upw5J;{;0YF>rV9-%DAYxrbl;^ef4BV+q ze&8q`g41Y|#Rc^wJP-n);t~N^N*m~T&%WpCY6nzg=GX?*;*c2k$9>zk_ul&g!1gzO z^S{39Jr9Zm&2)09v3hn~J&{yGS`N@veYJ|vAOY426n!|c5SN;HhTkDHk%*eM=^Fau zf9gX&;v+s(2Pgyz*3nAKNzuP$rPLyxvTw5ntqp>n4y{V-K;0OY+G@16GEKG1C<0*s zgxakR{eNylSO`h9`p9VDg2XS+S_Ow{P&;3-M_MT$%k}k9OAH9~);GWH7k}~fk3Vu0 z9n$GYf~_=VMO!P{L-bQ}7dq6%fq(2m(X3uyv`IbYr_{B79F565I^>1 zAGP7FT*JS5^{WX}f-%Hv?3>U1tWTRumU;VAul>P0`@C&O9(fp=@A!dN(2?@C`RXtJ z;x=@6o?_UfaxA%cOvpj1Ff&k~RWdLDq7>GdV^Yx*uFgR0i%38e3KuI^uVG#R0c(OK zPUdQske0cL)hV+J5N6iWTH_z7liLIk&9hgMrA->I0$2-B1TU3Rwikh-qYswBdqyw@fAEC<9Si;4`xn&N2PjW(%CRtv5-w((_Mns&C+ zh{(c#6cBWPxhix7WcAh}u@n-tRhxPflOJLgQlPI@gNsE$jCLU?xlH49bNl9aICEmQ zK{=k;XJ?I?+GB2GQ#c^(0J+L5yOpTksy-aoy!FvQ6axW>Fi{Lh60nqFS)BSEv@VRM z+1!p)d>qt0Z#`a+kN~_tfq);o2}P9TaGvLB&fR8cy7sZ# zr<>CWFt98&76^b^$qBfe8JX?B$RayHPg61pM@|aj5_e4`mI<;@0s^5LR6v24%RHwh zS{5$2*8^?P6**H1fQ?^eVJi_7c0J8N+Wmm^HzY>u=dQD_fQYpFdtHtQ05N(-+KTes zF9DhX1ZXY#tcxTs&Jbgi+NVI(J^~?y7kz>vxhT-n=F}Q|Yg=8J!DKl1ph0fgK3tOp4uoVi|bv>ElT6Z%5 zbD~=y*@ccT{jLkF)T3)f-oX4untM-0z@;WHcF@%8z>-+yq^!A!?EcN4$||IrWY<7t}kzy05DiV$*$SEupZ z6NEVg8jnN6xdAQ%PN#|T29e`tfEVBUl3N>rBze30)KB=hbQDBk+J5H8f6`bw>ib>9 zk9+yYY=}?0eBi^&Kjx*3IHxP7!(V&(=Qne=4cmSgKl{@@ecSX&cE?EH`fdM&_cRua zkiYE}|Cr%GP2_k2Fg-yU(LyAOM(`qPb(wzB-ni<*L;z1;1hgQY&Vkdg7)wD!(=LiL zFN$OASk#pSqQmek69g3GG7A^9+m%mGWDSZdN%?@v~U88rG)?j zps;1GTj4Sib3sJrq9uk!YUeC9%akGO7z98-U`six1mvz8sjyQgmemiKoN!OWYBH5w zXdzx_Ui;nYRh>RT?SpE;vRFk21)^YALXD$2gL}Q5X+T+4rToFA2=F|mDdl<2y!5nW zkFmK|1QCP@yh>@2^o}K~&|V3cHRFLdj9%gperzF9h(Xn`V=EA5LJV3x<0uNM-Uf@I za`h#w9#MV1gf?hKWwrpE#`Ngpk56*~!ITOj#Slx8X`BTRAf8X-`E*uqdG*Ta1yzSE zr{(!9F2kX20lG}9;@h>7(}+Q}MSY@`svw|7C3SPzW1M;#=9#y)cx4gy96J;~n?)Y|8FtXAM;3F42Tgq0^ zus)|B_@a?abXGaBg3HTI7VuQpV_aOn>p;@@?9%hO`nTZaTXk*AfBM7cGR6iu{DnXB z7rT@WJnT}tdHz5cOV_7U=$?5kc_VU#1TTK!bDD;S{>)Q;{}phyPIk3uv=9D$F^vI~=r|J9}#))is2) zc#oIKTfm$>s0<)t^TEW^(XAhG%~e;2b*(hg##*2lv*-v>KnCH$ntW~8OJSO5w<-cv zC4~V4vqkK=ECeVZ>hTc$mQoNB7Y*uR$wd&gf{8u#SdqRb$5c*Rnw}TWd0Tw;;Gd~= zZ#6?57KU8ZfkR?r4|K^~X;h7-Rg3{EPn#Yio4~GtIn=yZjUDhh)&REimKkLDL&RNi z=Jn;mxn#8r&*$lMJf~E0Di-?@o!sP#OEf}=ELz1SXf>Tni%47STAO;1(H|WRz|^&h z06_?(yN>|D`&t7)j1h^zJOt>7!W5@&xZ1%M_w~IltSDM3kr+S;bj~b-`@{LMJGWEO z{&h6Y^J$z;h=$&BBki zy?SXx@H$Wskr1fvmDH|UV)R{ z?Fyx7;xKHCsj5l4Ha9DzyIZ{(1)3`HqjMa%@N5Mnepcp6H!XvnVd*e;QBD=yt-Qhj zQ2S$Zwc9EvUMXB#j==H>F`iyXu6}%hl~uzo7h1x6ewV5PE8U*w7-DL2KgH?){ZW6h zkEwa?)qJAkaL%QSTi|eh-qlkgAKvFB&*L_3lFYFO0T6oO^Ik+<{v$8>-~&@W?Y7NL zcNNYUKlD$0#9=cg8rn^0rY^J`v1630n?s1B^pR$`8a7jNh|>^`V?%K|&&N2=<4~}P zrNo2eEp;#ik}@R$*d~FoIm!W#F<#9`$0Eb6c~h{RHo~zx&GU9H5>F?@*yD~mxf91y zN}3VR+?>N|Zv|`&kRmm5RzuJXxP=NtyLri)i!Dt7vDQbU6|;+|e?t&}kk+9Vmk?rJ zdo2TZ=_$_bQpH&nb5%I%YKgdd5v>r*+;pme&@TswN^&tq#Gtxd+0fWUJ3a?eHBw4( ziK<()LU!m4hq{54Cu$l5I46)!ctFm1I-d`RqqbBoCLBH9>B@SAwpXgh3=#cvG44$?@Jh(9 zL9$&_5Rr&t(@+ehYYhXjjNndQHlgCOb|qbxu7RB z5n*A;%=^RXa5{-#$~hOAQrREJhabKD#y7t8fd?PX2AJ4^pR7orTIyB3Ia^>AJZ5D3 z{^+gLecgx)($z41EI1qmtmWe{N%>e4B`zLyTzwBFlKq;Lk2;?4%G zeYK1cO}u991INrZV3u7&X%1(-gZ~2-au!epY!(`uAyIQc*@yk=)CJQ=RuNPzf7!fs z`VY&c5)gsHT!4#G6(PhX?6w;Uv^Yp?9gAtTt~GVk0&lrx+yadkCB09t8T7ZOimqk8A2OL{~9WA#}TTa{RyY*uTBt4#=} zp@}IU63ugi<5glwLK8vgFi|}3N;t-L3#SHTo*2{qBoetPn{B2Mn!ar%Kqoip7M};& z&`>f!V8J<@#!cqa)HVg@P_B19Urlq08##sCG8};Wt1abs_nVynckMBcl)A7PXt-JxxbA#<*$A{&b>YGZ5$VDPH%5 zFkiKGgVc*J%-SnmfJ9sG6~W+R4SWDypiuRV)W%&-IyOBL5ugC*6g@>Zq6r^Ww1KFW zb=>3)_*89#KxQXiYAnqREGo7KYjtLWErMcs$*H{PCMRH@R>w*%(k5 z*a{+{N)+)TNU(thC=0*4ATYioe^W%DCQ~fDYz<45W`xB`kl5%a=Ny};C&4Ts5K#aT zGGuMsEZ$iY+#mn|EC_(P6b#z^M*sjwr-BKEkW#sGXHOW0ZJ%;Jp3aHof%iUAN|}pJ zm;(f4w)O=k=*5(NRY300SnV)W5v(ktUoy3C$(VxHMg-uw_dKib`^WFxxpQala!doa zArgfUnx;o0B5=Us&u$DTgkFzjYy!6DI=bRQTnSe_Ol zDz*e-LbAD%+OEj9d<8BGub&z~N^zYeg%Cx6fsrd9P=B<|ab)d2X!sVbgCHs5NQg9O z744 zs|KyXLA?CJa_6cEtFpXnX)C3>eq~ws#XE-*x=?@$HSyTQeY+d_so||4fZS~3)z}`m z#5|=YoMPLZx{3FAJrnmOF^}8kP=;P+4$u>yQW>Uk;(-nUhcq0+4f8FbF>=%AL!P>3 z8}lv7BTRjsu3?kX@4n-0yDLEr@rmK?90BmY0{g2 z<2S*>9tbrO%7_{UBP(}Szd|WRSm|=9#<8L*btRz)Sl4{_C!p51u{AU?9PA&cu{ph( zQVUlHN3pPjR#gjv26?!u*x|rn3ctCivp;3 zEi67;&Je67HB_AD!D;=TSxA*GO@jF5K=pz6mn~P>m4Px~MTEX5SYN-yWPqr>&ot4` z=7ie+{Z9mvVntdNVy_}HQfrkfLuqrFDV4)<%qbVIph2Y{O}Ng=O9lX!%`Xot9{O76>$N zLxd=}X@mg8Acxa=e>xrx<0FsV+}u+xP z*@x^JPAuR}6I`(ZF3h>IuB0Bi|7x_Rpj9ub_(^5R67ZBof-c{7VN+wI7lvk)N^7Ds z(tr!Ll)AJkDFKORK82Y=jKBGB{tqh0>ERN)V~^*6!-2A--JOSTmyGw__nsrS4deAj z=4~0{eBbZAGpFA)%b)udUpi&sj6sGk|65-;$fm)obL%cmcB>06 zwpmlQhzJQO1acROme14!wXTW!WBtJlfUx)Sccg~aWl=N(iqM-kyJaLGDh#mZ&4VVD z7(KJE$C5Ug1(9sfIr%IHOcBLzOS;PaRg@VrlROqxD?LCB9A_U z5KJJhwFa`J}peOrsi~Rm!cH?f>CN>K}HYB~=fc2eJMbboqb2Hv)GGp6}9uX)wLJYk6ETVcpY!CQd_p&$O~ ze-$L;2{B+x4Z31~|B2copQ?Kn*enLOm{xyU^7cZnS{B6>E?VBVlu|%~)bvCVU=d=(;OxR6po6Q; z83PCaB^LmZ!a1eG&Ee+ueok6`>@!|9y5lArSk|uja@Bg!HCWhn9j&Y$-RiP2zZM8s z{UX(5Z*z5`uxSDWWZ&14i{_z9)?TSr{KYzW4*$pQ}Lsy$a@sU8SG5$?P8-g}>mfXCC} zp@$yY?RJ3zkXq+E-KP}YX{$5x>ir~h8Hv=g76I~dN%2UBIgGuo#Fq)H;)ja|#QG?*h!LpvsA3QM)PMN3e-E%p zQko#$DW1CadORLB%{brbusy;^xsxtSn3~iGkALu%cVU{jnF|c58@qX%m?8DQ^Xva3 zw%pRGEA1h4A&BgA*t8JJ>3qX!heM_r8qU+z7{iQvh{CBW@qho`?@!%%TbeKU%CCwy z$JB8vyJnC-^nw>83Df-a_rCSL5OW|*2@93){?>1!>n4}^E5G7zmwg)}<}Sr^`r3c= z?G0z1!Z&~0w@k6=_FK5Z^VI+04|yi$%_*JVd~+Z|_BIM=0zkMFLGVVy>VRTkv3cJn z*Q^rDlKY+AYgK?!;VQRK$U<>II<$qB0EGGjO=40|2Jy%s3J7O_;GE+bda4L0XdRyU zW-E8NJQJ-Ou&NqC0P|1Q)X3_2Q>~0d$jIyloN|t1baqp$@`4Df#1kvcvmCs|a;-e6 zfWQi|kQXhuKtF#47x8JxQruiH&POD+7^;1nkW>MPC6@|=5Cc%vG5#FOy+o@ExJaI+ z{eJ)O!w(;iV@f$^<4n&<_d-ChgMjt+RQzcieaYg>Pu)0eJZ3thCU|N_iefBTM?5VG z2+UBs2Oyy4DCw05gYFW7m+N_nzfP{usH;`i5F%NmirvAgT~t(ZY1<%e`5`We7Z;fq zm{u&k!r3bUBlYN4CtDA|L%o~rZoAo@#|c8%?zV!IN&yB4N+blrxnz(gHo?v2YH^_D z=7UW{vf)`~Wl^Ot zj`$)jov9aS&qR&8=Iw}N^+`NNXj6(MLPr}0$#$*oN{EfAkOKk+7Zq`|rK2Irk+&yD6bC zT=8iP{mqt!lKX856u#%XUeV4>CF6|bh~Evk{8{Zw^I(( zQv9BO{_Pnlj=4{p@A>v0x{77QLpRO;;G4f;V4g;rTKcAM_@-{g+~0`IAM&D?obE)X zQ;;5@R>=8DI{Dd*5N2(yi=ZL{ET!1I5w4}!9bfEKTOx~3U#csg6|A$)WB}7esy@6x z2)H&f0s^3Q2+&}l*FT`vPH5IL6I%z+12LE zGvd*f7R-f~%sb^P?Le}C>JYVPGd6aCJkZ_(;&L!tOrRnk8x9_{}fd}q;_^>}267T@0Dk@7us0ZL8 z1sr35pOXogDlC?V@xQpNUGKnL-Funt$iiuXah+7BHYtlA3bm7u!${K>`LBi;rNA3xl_ zefv(^Hn(m)rD=wgGa#|?7?hF~5ymFAO$!cu*tfINF%eor9d%dM1Qr49`JnG15rqhV z2t*+U3hKio42S_KAcYVjQA7+OM5L(SGJbSsUx7byV|lgJdd9k=Vr~zyFl(Kz>@7Df z(p>CWSiE$B6>?dyJ!_!?bIu_k1zJwot)GRi(2W}ll(-Htm5zou{AJfDEA3*}T77Kc z#}%jhE$iI{mk&MZkK2~8eA-eKsz$0Lq*C(9FfkasSlf2>TNPx9-^7T8?OaUW63=rt z6pSgAQwK-f&7I6w%{d@!B9@o^rH==KZoi#3+n2rkFB}?zs}Q(j#;a}ymRpfG`vlxv zZKfX1ANFA%dPF*gX)ISC{Jt-SZl<0hq$~}N+p93+Hqpm^++U#+eebuwV(evvu?d)) z@z!qm=il*tgu7?_;rDIhIG!k!3|UeqFL~aJFw%Ga;J0$#2yM^Yahs3*@gIKAcXUnr z&HwNpVy2Vib`!fioznc(U;lNvzzd)Lf?Ob8=PCE0&wBV5X}v5Kf!b$@&H(cuDvCpILhW16dKcDQzp4eTw!NAQ<_IN3&}>R@KNsp`c15y6*6m150po40 z5d=@LHjyn0HfQaz;!b%fY{UMR^_yH%*2-Flt4=c|Wfss5O!@_nQoy>_!mS^L2sK`( z3-Q`#5CQD~g%yFzCBN!-X>~yp!V8Ed!eG!rgt?TYrv?>jm_O1=sqC`8NYS1HAi#Wc z`}QLbJ#^o@?|c05J0&yQkX{!eD%b1Gy{g4liI%d`bQMl6hT!UBP-V~M>$q_5qO0^~ z-qKir!J8yd#n(<429g)Vk08QG*fueSs6EOQ)ro~Ujr z6TJe`A5i6J{TF(;L=C2@m%upMxKYD_MRfG5W=)HwS&5&RYDra+A%wPTDIx&qtc6OO zN}tZyl^9KVRpVwkkVT!~@`-wO;^=H4=DV^%OusF^Ecd&hg7qbOtu$8!< z5xK?B_{2}>k7+uNXBx(71{?(9bPY{7=hXg*Kk_F_ANzg35g;z1zy6>P`p7uuscA$G z5CS%NIyEsi4Yw@2)TS7K%K^uDP3L0)7~|L;q{Y7P&d0fB0)T0o+af|BO@G4_8*2F2 zVhf$HOfWO`4RhpiU!WCW958a(@c@KO<$7vv5}UOIh(Kz2EfEH^Q8lE;W=_bJFk&5; zg6`&0Az-N*Qny-cEFFsHi0jN3$L7fHMFOaa9_Y+075%IFR6mt+uH#BTVGLBbn4C52 zWNuiK6`o*d-Y|2HV%DNC_jEV8G9?2@&Vgb@+epCPaSfJWgB29dd3yAbhaZ0A z(K~kz$HOW64230+61^091znx}&HGxBgGLI))^!nOxMWAyXQqKoMmUKXw5{LqcYKJs zajrSBWl`n!9d(;)0)OU0KEN0$1k@HJT>V#?pbM)EQa=l>JM5Z#^$5%JSKe8q?Ojqx z_hKbq!BMteTW;SzDCiQ?4irLQW^52pH2tHEjhj&*#MLeD^k+*zn*q64HH*Zv&Nk{p zR39d=)<`I=-laJJ5eWhk2s6P_ZO0%8WMxZw94iWj6-scxWMMo81akmcV`^}oQvTED zRTkjdu+6qfH6Ahowr#6EXI^#`s%h`By=5Tb@=z->^ZjvW=3P$zMM19g(W%a)U&pRT1K_fft9K%3cI|1j7=^XkTnmWe)~!AA(qRE< zI=N|1IQE-1ojGjBkhkYq+F`~3G9^AY)Klj9m=b0=4Gq)82ga*3!klAnPR((HR9Zqh zVeCRz@`(K~q!W&UyB$Q#G>_+;t^#um8JaV-80Ijw)I!MJ5t&H(O@E%JNDYkK&Iihe zCbw;$;5g*ioi-S7?y)Uh6Y#|CT)J&@rgN9dF{dp|zz7YT$8yy*=K|oN4m0vtlfc1f zQ%BFN=}E9?%mYPVN6;=!yvk#-7_o?!Z4p|}Os5@d`iBCVIBv4d?_a4wtTiE$NC^~6 z$vWR$*_|v(KwxcRR4ki4sF`4E>O>@fQj=O>>8$9&6;z1`Q6P7;EEd3udNe;Dy;-OQ zfyCUTM&|lech0UU5Et2ZcbwdXR?P@ik?T?{fPmMTX{bh6kIPFqs&?fN0)Q$x@qkJV zY*a%HL4-L^(>TrZ{?5%bCUaw&J>_0%u%eX3cjJPiGLO4x78op0W%^z0cOmvKWXoc5 zY2d-SjA*+ZLQm{bVQ4VGC{7c9Jb#++dXO$yNOhpvy~IqeR2j!nnFv7M$2LR)Liwc94Yc+t0b*A~WSzyhSQL%2r41BKa-ByXz$^e(&;`JO>>4YASDa6@nmfT$u#v?{|n7m2ihgxsB~-lU2n#1i+F@YOw}D4PQj zhDH!`DaA&ufonTq_7)@JOA|MKY@NzhvgXsp;aLUQiW{N6u=)nBa!2iVe+mHghl@_V z(cs(aatNl9-9SMS>k=oqWJD~5S$LjPDFthtyQYN@x>G?#7Xnx#R+IR=&R7u3d2)Ji zhaxUQMV9qfU8-bS-+_8JK>etQ4Vw}!=pQE+itW(p$UkjcWEe|)mud`h*-A7gpu#~P zxwSS{-PT{7$I4gWaW41YX{rwet7^bN6fh8=>wkTqIhPYIHeghM=VFE?%F{ zVLC;+mG8hYaQ}1v_UE@fBDVdEJVfcjYyRy|!-(Z7A@Mm(QK+QplpvqwxGBH!yT3Od z_kGwlu|R;nYk&U@znkOXPT#a)7-`?P^9+gdreL?nv3%Lz{pzM2hy4NZ{54ydk&l*&D~XaKxI#SoN$ zmd6<@0=e;_ogJhURy|lWP%R>0O&QeHW=ZfaiIm2Q<-8bSh$m239jmSk5lFjziU1&y zojRE+(z+tk+Zr9vQDv+>9grD{)wCC8&dykN5!XOE1x&@0%9udb)mR>A194C_Hl zbzZI?(pU?sO<#xPfOy%76B43?K;B7?t1*X_Qx-G`;OKR|UwY>yE-Mb>s*h9*H0THY zJ4QGzqRGQ}0UR|c$k5Ahy_otQEXB#=0~$KD;DQcMK}C29%?yD9qgIw`LAv*^uqt+M zwHjm8P=f)j74KAyTmJ@YaAfjd5M6 zb=gW7ZXr1QkShABf))k1A~4N!(Wb}xG`O zyrI&>IMQ$Z_J3}t)SQL@0b`0i-K0%>;3(5H^VP0B%`$w!*Zgn8af}1gRm-_4g+e}$ z5a0Iu_g(e*oTW4o;FL3N;^8obFZw%Q)JZ(f{ngc6VkbO~u?=JT`~UklP>xe&CAh^t~wy24A?+F5K#I3$^q5kbDRPdWKb(LP_B_9A@Zeo54s$kfv2CV-R zqPq|*?jZokT!;cLw^j(i06+*utTal0yb2AJ#H)E$*NK?_X>6^ect6R zb0CK{@X4DTN}RH_VKT?67%Gp&k200bC>-GOQBP)#%f5k`WxZ7C2^ zRpNL3_^WquU;Xgv0G{mYRcu}UYS$2d>I+Bc@(sLDa`n!5*YB%s_1y)}a#+7^7t}8q zoIw+p>uX#bmfx?M{*Eo7mRNL!;wkJyhE58GPQqBI+2nrg&gGoAgDd>mfAwk{x{VOe zBgxfaTdt4eyy5>^4W3`!=_sVT|)MgmQBj zcJV|1)E|rIT|?!+{kLE1$K9P68<}Xv5Bn1z(4FWMr{DU`x3zRkV*{~m%K2%}cs3LU zn&;yY3ye*-Yo?pS@Vw_mIPDVUhnsU#$}Ft}I5U6#XMD!MJ?zpC{_qcjTojxLazb0N>5%;u{!G!DyJ6fisBh<2q1+^2+?R>5Ca*MaR6*L z(q56S>Rf!HpSmChZMR{$(4P6CCaAWd!X>KW@e9|2Mve?Q&nyc>QZG3dW(zccD-aYG z@ak=FV1;g3s&&F%aBXRvYm%-Ux!}$U?VXKW$yMX7DnARl2)d1HQGEo|oEmNRR2V|U z8p>4C=E9au>g3NgKq~+sCFlKNf8YJ@x&MI&j)$}6XCh%uVO(>j`1A~1J_tX`jf3}OG~;H2KMN=({~l&q9v2C+(*PJpNurH@465INVbH#mDAFn!$tj?$?EVO ze^yws?d~RKxcn@bl#qok@NPD^8~R99jjQ56J7!#Y<{ddLy$LLIy^p9ypHiW=HFW3wnr9celo6r61&&y>vZOiEhpZ=MD^Qxqt_u zTY=~H8#9+uSTt~mtZgDo&B@j{lm22ZFoeoaB37@ana|cj&{U|C4l`p6rLYu#xP_P9 zPhVsz%0QcJVBN+ zC&MwU?dAnUKqtlIRB|bEPLJQ&zxgfi{DU{W8AT zT2Dkg&2z=`E4&GHZ|>q$^bK*CyqtrY)T{)z@G#fvA^-p=p5<9? ztIr!NiIv%j&4+ZijVLVg=DM~jbFJ6*Wp!Yeoe_XEO{}BUS0uQS{dP{3!A&-}wm@(* zcR3e7)VmJI5sF^w(&nv-QJiNjZoV$c6dR>0cYSZ+1%qV{@j)y%0_vJo7kb`ydR>aTq27apc@S0r4GpZV#ZzoqfIDa}DX z>$AV`CQ-^LR45eack|(<^qfEZga5E};~)R9j~Mz!PJp`-sOfIqdjFUF$+^LMZaozf zVjqM~hu9;9XWZHrl;=I?mf$#TrYUwEZA*g9_Fitw=YGzYT(z{5Q`k?NM%pHR_Fw-S z5wD;B;`awNN@{mqLZvhH_K9eg8Uk2ZwC|Cnb=A6QF-H)Z29tVFCW|zoQKN3O5*ut| zgHY?-)Iekb7QkQ#-w?W|Ch7tDAawRN?I2(s(g1*UtXl{+GmixUwZMo%AVL8lq8J*Y zP=jUG8yD=uYyb=voGSq91ZX6@Al5}_xmkmC4c-c05d~_aYTIfzNh$%a(ew&e zqAbv%sCShStz`+|S}llnBLuLr?wr!iotp>lzyE>zAGo=FEOP-t?ZIgoITb4SBf0AK zH9i3p3%fXmTF2sv$FkM7}!)Vv|XpGKoGpz5f-~+rB$SOlb zYKgiCun?dovid_Qq^k}$bc6=WgRcHj4;TS$%J)(v>D&FpbAN)QynFW+gJ^wya8ose z5I`GaT0q*|uwwCScG?gm(t>(GB%-C{bR`3&lG|E))m8d=`FXGU^eAbte`6`9^AlNI z&a9ohtFUlsy_}t}l`Q$@u!wLe%U&3sSrn0g5K`B6)^u?7VD5;o!pRWTl7f!DKJlnT zHKX*zX+>^p3Nw-5;6hvvJ%JG%$ks*$^_~cHNd(R#uo9UdD^O^Qa3IVMaX{sgWmvhP ze8ElYJ;jTwEgtrP8kq}c=^(uHFT5-;K6SG@buHzBr=D}W4|IJ`gi&7pNuN9-<}rME1f3CF6JY?Y}?r@I#&-)vn z-8bEz`N%&VH)m!D5)zF-A#v{8k&YlO4p&@CI*%D}*TQ(C!(P$ zNX=yNOaz}yq|KCtMH98vJEyXYPyj-R%!PAe(AsnGewzS*IcJt=#s@jGBLI*vucjiX ztiWo(RML0vikmzpO;`RFsjtJra@8v#Ans$ah*@PbtBeD%rY%}r2F#^SwdKsB?IooE zAYg!!7g3D>SpcP!e7M;^^4>?^^UnJpdGPU^iZ~Wt%u4$kp}MfD#6y>s3mb`u&Ldn8 zzEf6SM1mW}Vzpv`>&u8d0f8?1+Vr9Ry)N+67YV5(71;O8PWGSNk{KVy_Ho*1~OqJFakAy8;!0;Hls?sgRRenz;WmxP96TlTS zRgmYGFk^19YxG4k;IyUYGSM09=qLhVA%eDTnx+9f)lh5YuNC5O4q|{hJ`Zak+MDnA z!yBAgp8n#mtnfj+}3g*o`pU=H?D0!C9w25VuxxW<{0-U&P z0|WK#)Zuy9@2Dw2+jDnLhum$i$JkITZNog{aGd6*RY-fsF6Kr>IrF74WGY+%45xk=a^;6BL( zsF^zEV}Viv()pTCO?)0s_1uZ7)5a#II)Y#jVeh}L`onEBBX_EE%vRt}%OM$r9BV1A zQ+=s&06o3R1%Sa)DMjzS3LdPoKUAP_S>V3ZP}4eUhX6}niE1DRbDF1&LfYC1EOP+Om10}$ zt6Q067ksmr0iM5FjXZEq4=Ch-S|4Tk87raSMu@oDx{w9{Yp`s*EZ%0*1QoiOs2)`J zpVz!2zn_zq%jgwys)P(Cuc4kz4ca+`*Pvp}&cOOX$4Rm}<`n|MdRNCWwQ*xzo>Y1l zL4us-QnIkN2*qVvwT7qW$k^Vj9mP&#ENrEs_I-;WaSbn3!=}1(7n_V%!W%Aj1waa* zC;6Cy5v;jFwvpO>S46Zr2GwncNbxE*Fy0ya>mCPzBKdrpD8{nsImmE?QyW>P zJjh;nd(I)2Q8econ(J{nX_+hpA1?9OkCn37aH*#m8gXYzJ;-+J_L^8)3~G$1*3WqUq0_#b}rzYxithwmRs<}}f82X=V9 zZQpbIQ3=g``#Z=X9BJ5}4ifWex^wgBZls_5nIFEQhME*HHlf}0^s4Xr{zCkYcf7;) z3az5cU>72b6zdX#X8&t4v9>&5n?)mDoy@8cEKSUE!#p&wYB^@0-r^KoEX1M?2ycR= zT^I~4yOL54xeWB6^@TJaD%1pMgOnaD6w%eXW>KA_;Q*V8ATF>p3WzH6nRBU5^D4Jl zG}+y8(%KwCrz3RF9C!gYED{u4GA+9$wJ&B{0c z_lZ@3FIC%%`V4$4o&8rb-+x=w({lQPZo30=-A841cdLUzTTkdv^iWu(L)DA5TZiTg zs8`>j*Dlu0{HZpbt_E$*;QLgC%(7g3!nW0i5I;dnYFxjsA2)xMy5&>iREmYiY*x6P znC9)RelwW$i1BBDd;w7-`&x2z#G(ZoqZ$66j>@nJR9G8Zmf ze7K!9sI>^3^RjiQ)%d$QWwggzoxfRp@VZi!*Eo5$0C27SY}#fsbQGy_)|zU3pAFKO zm(m4<$~EsegScorw*wHD{{)sJ6bHF$Bd=l|w~jSXywIh;ywZ^sel5V`Za^oMkW5*t zGur?qgVdo^#zg4YbWMo9`jrT+(j%WUoN==SPU%&z`^7Hy^6(>2I^LWKj;AvmsC{sJ zJhnH#^eeyGKo_CS41F$PKfLx;ufo&$Cw}5*V5ZPu*`|5k@HYO~kN;5O@aiA^eiSm1ns6j-+Al?N}_AR=8&d&fY)&xKRV*Swhs5aCjC&e~}j5m<7{sg!&^PdEGH{^mH2GYD`In*?OX zS&a>MNEut(2V7pR%vropc2&dGy+X7qd2M|tq|gVnm9_7pF*~^Zv~X>`t6q^STwmU; zLA|Q0{eq&?Q9-o$#&nyKt!_A3F&S7M1YjL*UoAr|w*mKvD&4Se53Yq4ViiJ8Hn9G| z<>SsvuT8du7#E9s`X6HJ?NcH=*P!H># z8s`c^ZFz1>b6S+PiNj{FtFS!iDi;I zDBUl;`X@JZqQd*_)jqxZbm(qq7dJHB+=nepcZL$v&%Wm8WE?wcPSg1Fum3TLo3f=c zk3aIG-#<^OE$t@EKl)=o5?d};qa5R_e(J|t4&yL4JiY3Nf08E}s0=dWRYclQzTtGM z>!*2NcGq}3CCZxwW$4D-0`aYQ0)PT7r_^*ZooQr*E!{dX7dnHKUFf)pn5F5oaXJ|V(%xyW}`MaP07ge@vlpbv?rjRzwb<|%WEfIN6rJwIz&Sa0$ zB57TNo6|^ZqO2}-5FPKy>UPr>orb&(1Z#mrO)qvT_Uso#H3*F;#L{rAf~Wc$!Q4xN zfWk%BqZDASg;E5B3j^YLmUq7E;Wxegfd?Nw01^X+5Wy4qgk2>FfDf^9RLv%zyfaJP z8d=*qdL41xwmhjnlCr7kK;13TcK1yiyP+S3{%W^<&U2prhu;51SKC&2Je`g?&rLgo zZU_`Z)9RP)zJ~lYUj>fG!_A%JeeZtnyWjP|R4R0i(9wLmO8WG zrEkxP*RP>3nDrr2y`BQAGSUTwSaz{}N65o+o-5#*!}k`woht|(vdYj!82DsdDrR>Ip1H_WDr$ zeXKcImm6zJ(4PVqoNd8r8}V5mv)*)dq|2r5y7=n+yz#3X@n#dx13}M^Tf#W^Tf9iN_@F{n0Kh|>SXUf;{#Lde->XU|MPmR3# zr+%5^Q96(aLps0ksV^M2SGzR7_04Yx9o=xa>RLYX?%CIE+n0Id{iCJf4A)VlIUS$= z+-sh$sXsn`Rspqyo`J1~no+o9)qjY@>R9*QnP-%@T_aa+zgwDqFR-j1g?O8|+0nCU(Lq8hh)vgXw zJHId@urN{pgqj7dSE!Cz_C!95K!6c%HERI?fqaYKgg~Zg}Q7AVSV%p7QxLKK|J4J9qYMV|Ano-wIWs zs%L!yB&+nVqRdax-9F35S3YF6eGsw!R{=u^O$eDK&y-7Mo#1MpsrNTTb$ONsfmFUO zQNRUERCuF>(W1S!nT3K8Dq1ZzX)|$09b$=BKHHE887y^vWiAM~|81q5SG(a`ARh3m z8?iirE5rJ-su$fs?Gd(Qn0w%p8BV7$=Nu>$OBrKROC$i=%Gp-un~}ji3zozLmd7su z%P8fVUAr>U#X-hOnA`K?g2t*~Ew+oQy+BD_1vH;d&B>iwR?_PE}weQcq>)r zC%(FD{cZ(pAS>!}U+jfSs|R3^_;T@gLzTObpk1KP61$^}l7f8pr+q269NNPV{_v~j z958kbPcu$`=>1-BDp!=#1MhkBz9Aml4dv}Qefi({I|Okb=U4vo@7`w)bPYqHG5^)i z`s}h9Y2W_z&-}n<%=t`tk9*~>nG4sFQT9r1ZDd2zfY&76+${NfM#FgyUHi~^gdJ(Wt6r+E&| zb^CNlO|$22f?Lme+PuFyx7^IVZiA&%FT=o8K}d`-V6d(fVh5n_Ay#KTin-t!0KJyS zh}n>)u%@cGHnd1`b>{#AAPKsa?_U@9uW8SFKx?YWR&piit^Ghm7LR{{mBR`ge^x-J z*l{uV!946}$PbH}JE9dD2A?hYZpHctUU{f8bgf;@X<0Y!lJ6a3RT`~iT~))5A1gqD}Z915$aFPVuHaZIW4ZYaZYo}w{P$F`%|6^i&YDmm~r7QE1>}b=8^IG z5Vz;_-vD6*%6%}$n)Os19@()8sZVZ;>*7-BM8d2ZNKcRzKTYnnKR_i`|Dpq{d9|m zZg>9FPx!M!uqf(4Y;^Jmkl{nf*wX9->VE!%!0A+1ea^N{IdOI-rE@0M=l0Mjn zEzf0TEKE#XVySQOQzr zR%~BvcqVYxsdgeFgb;`d3oy*7><_1#n?n(c{7Ky?vo9}M1uxW&EqOI|Wu0rcem;;D zR1mFXhmy-YrSs`L&r>NWkWcb-Y$6qRUvlbdD}1k9k6ow+U#){TZ()qqpGHtaObk#< zJgc`#;lgqtmebD$$at~dT&)2(tn&N{TdpdkAAgcu>M?FUuc6heq< zBx^HhB2x5LIY>mj|73BNfl_kLxzty3VJ;NmyJIIIy` zB@Dx}7s#g)l3#fR_3+{y*Mn;%hYM4$TtWe&yeuHe=Jbr3@kQxyaXj*;gNB{({f>f{~HV zc$1Fv*zMZ*sh|IO39p`WYbQf1yHff&LKhEiem>1Hrm1b)eME=>=LWj@ zOy!oqV;}%hiq1Y2W+IZpNT5Y4Mtdu9qD2er?QjZ<`bSD(1a)+Zh$#&V?5p0S>cTOp zx@xJTGNup_1C+uPYT6ZQDvGl4B3#^xbkjmaG_4wi0fV)BKqAqQlz7gSGJ;2i0HNfp zxijLI2E?3`4ulgHAR+RMW&ts8Sfx!_)TE17s2-n%!d41Wl-rgpuQg&@m|&GgsDGLZ zM9nqT!Y)wQ&^@Z0z-T1_2&DZE6{C2gnR0Xcu-_kb(Cgwqy7VDcwy8p7(Q3}y%fc1I z_yc-8U3}&02i0DehUu|zN?D)MwF!tYT7Tr~3s^w!U11NE3r=QA4`^{*&#gmmDG8SA z2z7WPYaTCOp3UkWW};aQC#qbo(gRk%)Nk0jU7pldU3%n~J|=8aVg;Sd47yUV8Ad9I5Fo}7n^;N#K%n(d z3-HS=)dKb)q8M5s7A}w1Uy}pDdVPrIdkT1cRkbjbe(rMU5+Ko0SToG;XIV9 zGbE6kA}3-V=3F+M51Xr2O4ywEup=1SbRGp7Vvq)~DLKR-IRu$fXeFKFe1$szihSya z9klJKotj+k#3mGpQW`2UlmG`)d;kFe07*naR6zhj2OZPRX}-Q1OWNeqBvSysnPq6; zIFHxewoIoZ4A)6+g*M(u+D>WOq|MkSNo}Hs=i@Edh7_pZ$E)jO*(Z1;6n39*zCh$sZD_10m@%!O*#L?WtYI0A^}d|Pj2B4tr)3?T(|88&## z_<;bC(3S+iB0AbrYGB+F^8t1C0s{FYFaeu&pfL|tbZBvGQe}@O2t`CCLNSU$1aIqL zkG=AtY1JTlM9^qzUCyp$g)y1{^1(0Mnr9oTt9=(oZ>TeMFq)9WXYm3 zO-m4AVFpA3OD^@m)X;1d0B0ic1VC5{&eP~PUurU$#u$X9 zAQO_S89jq>P8*PRLZ6%}}tk0VT|HY5N=EE1u6o zz$vsh*tYpdT^U1DAVV)Bz)+@B+TJsj&~}HAXzE%Z0X`Ey^x%1F)7)I8u0KHxyYBvd z!t?ygum5>Ip2u-BbXiW@Ip^2?>Mx#SdC%M5jc}e}+ej9fL*Bgex8K;(`LTx|=ox3( za=HS>wwK4ohi`@5dk>G74FMMKjx8uC2vIlP~XthdGp1wMx0bTd3c~$B*7qJDeC(GtHko?3WyYQ zqLw8qK`ZmTF^T{R^5SEy8SSV>kNQc?T?PntBG{@Y)Iq291}uVW$5nMi+cT=N5VZraWR?PX&ik9=&HivYPC2n6i6t@`)YDgIg`0OD;?^)or^lN8SC!6-SGY=uWl z?3y_x^<9>dOD>#qNwd9>N=_-~oN_8D<&?62CYQpwST>dYnoCZll%gfG#n-9qEF!sR zb%hkG>tn7%#2g}m7tXqW+zx_8kf3QomHm}Q^kaf6Ww89Y;!#<@RnHPH=()-%xcn5@ z(OmpoxDhY(i#tazb&)*rlXrbdc~UB&-^Et$(_gLlt|eXiUM+dSKl9&z>wiqx{m83+ zYMQ32o(0a`zLjzKkyriLi1_w*-VgCkk0CH%131W=|KLq+lfM5Se_t4IIOjecZ)W5s zf5&%!OLIN_=qrCJOvgq@c!Q0MF#gaF|J2Os{Kz>ah9(B)L+q(Qn*cVHZ{MB~_L#Vf zib`1x0(oCM@BoPXstKiAIKjD^nf?zcRUyK$D(mHyrDc*_+vM``Ca zzW3&~pkS5*^5c)*gwpK8D5ZJi-S?l*hY@z0u7Ihr8hJ8GLJHteOzo;=_bV3*n^sWa zXn|!DI$Ew|sT_vv5KV-GQ;!!yAW$vHvta=Mpk|r)WkFE$s%ur8SSJNU^gxUtYGs~S zA_3Lng&IEuK%yYBP_VXJG9}6kz=ez07;$^tDnl1?tAROVFQ0320me*vT}H*M)(D>P zqhGGbziug@wKH|oM`YEOSp-;swcIxsthyIKk4be!2!RNud4Bkz#~yv;cCp@}OMOyZ zn?4pf+LikEvP!U1b~IpTuK2uOaWN5=YgHz$pQ+Y^h|gRVSVISdIz*zn!I$gXPtB%5 zr&LE&dVTiPUqtc}3IwBJ0Q7ouU#WXa>uHn!PE`W2Cju#g(o0gM5CHop}D~pLiw3LxTfv z%a8xq4*|!JIgRJHz3uTMkn9efG!OmWo7x8HyuAbRU9b2)B#9IEg#Y3@ez0$M$AZUp zdeu+9Mw(Nm6pr%RpZuYaICS9@j``6?#zfQvIF#7L3Fmf#ZH(pdJLjF;NxU0Lc0(4p z+T9rseR|!m{)(KZ5?}{X!Zg8#t_z*$U2nUe!q^`-12lZa8%gJ*Y&Y>{zF+ncy1vg% z7|O1dn~+*+9=mh1>-UdOgFd*3aM6&41TqnT7(_>zd+I*`AdvWmlPBGQ_R2sIVWgly z(vO;*(<>&GWjKc=+Aac7002nT)hST(J;CLl{;#k#uaa6#RfPiqQ81Wl4zen-9WSf$ z)JOm@0E>O(@sajrO@w)g|Se8`B>Wl$& zr-#^<+T>{G%vw01OXb3f-Wh=e3Kz|6b-tx>8XtV%k@vp$k;DF&iw1v|^Sw|_04pEe zT8gYJxaDbmTT$J==-yL)n&y4mSBC7s{}Jmc41&45LBaX^+}^T z-&@i26HhB%^s-LBl0|BXIo`pE6HVa2;;_Q%D5~(=sG`~jRV)gk)d5t3s+?lmXj`&M zh+eD~0A`uSd74rTQPd0103f9Zb3ues3JMa1QnH2&w7yY9<7BStOq1&RvE*FM2$i5L zLPVaHx#WE5zE#(y#zZx;uoyw;gSnWID26B^K2V-R@M^`yVZrD=9udxPmw(m!ifCfE zFaTOkmIoTTwv935IcagHZKNzc`PLLx5$nQxO9j-T#TLYKwCRB=s)l;*{;Bm%*T32Q?L1bTB_`RHPvdeiS)>X8fUrZvE~P27O^PRuKk~|- zJ++07NWw`Z?m~bDkJIDtdLsl%Go80X1QvugBochZ_x?aiM=9IVo_plY++?AX-2B8( z{=}K2mv%gNT@V`M+(2q%e(e5ZM+uwwu`mDRcBT$buYL8e_Pgl_n9KfZY(D>Qepv@0 zwEWM$<2%C{4>`w1@VfuJPyUQqVu9{QUi-a}q|MiKeVk95ANiNBD=i08=p=POn?c^}YmqTzv``v0l2K5C^sE6YY>Ch$-*?5+d8YCile*>aSg~hR5x|v+qZ}z=je+b(1;*b zlxZFT6-1^xRHUnWPg7E>+YG^qE@}i4j4rh7(m2Fbp*VzaDQ_Yat5qugeW*H77r8?A z7h4T$`lx#j;3luB0h#AC&w1#jFozIwP6&p45J1Nwl$<~Sify2Xp)(}%byXOu7iP`{ zb%>+bPUT$0Wopspe)T9)flN(7(o zBX;|2WzsoCf_JF^fVHYxX*_o#8OCxa94uw&wcVgD!~>{)InUFxkBCog1n=1S1%K}= z=^)U?fBDb#*+2HN1+c%K{_U^+ zD!|y3A#c<6z#}w$8!#f|w3luthB^rS`&4fSO&zB3!I`91xJ!*{c8nQ2>Cda8gsYRn`;7YJ-JL$!nB{URgP9|qV$Beg*6#-MHmR8 z4ITYi9cWbU_C4_H<05Sq?P~j0-IY=mAYzRP*-oz%6-s?wWa$;R@;0e_^NI)EO{s_O z{;NfNBETvIvwCh_Stn`K6`!L4$dvu&@?8c-5aQadWYdJc0)CDxF(mm(zURR_%acfLOQ`286C{LJTW~ zRJYQna$5-qDVd3p8AlQO$Y97k1hU8oX00#LtIFZpBy0J410 zR%`pSxWCtO46FjDs%NQda9Yzo6bo+bZo<&wHqw{;jjuj-oF!*W(ZleAB=5qyG$t?zCep%xydMd=!{Yr)G@T$8dFnxSo96&;rcES9qTJlM4&^j(Y(MU!KS~Dp@-O>)aeq~s5fNhEcR78<=Y36P z_^iM6#WXM$9)>2Krm2_D{KCIFcIgLy;(L$-PjW_)6OVNGk)QZ}oTg9un3qQpp8Dnv zMM%R&{_-cktWf*6KksXyYKV$bHIHLC$3;0=Jlt`C5}}2WK%8`}L+08ET~p?*MB2{L z6r0UiWt|nOg)Fv3l@e<*1%x`F(Sp+ADs90u z{tayyRBBhoTHzICyr@g#>gl{~ySuUZMPQsDybh;SN$HT|q)8UP5a9eM~@ zrKs*xk$FyY%DHe#X-a9FX4OyQoKnhj$|;v=PATP_xv->^>?_%#Yx?Uvr)f&lluFhV zl~P!8;hZ_;l2S=YQYv%Kb1qpMXy!c6d7g7FT7}11b*LDNY8<(a9k%}Rfb0dc%v>0> zIy7f(jmarz_GqGje}zY{mXqiKH&fiEM?u zR)4F6#Ol=s0D*9tBah(}=_|kN>j=l!{KCI0up^G*43sNho+AJ zF+i3s#h4no$|aXrxNG{E#xC4B^Hrw2JLN$rXUW4kAoWvjw_C&xZklN>p@crBeM@s{ ziE|jjJm*cDu$MXYkq<-Zb3Sn46OJv6^_-noWi`;Q%6ScOt=Lh3s~HFC)!|Y+??8x< z#r=LRptU8Hx(AsBLrptD@#cF@Ob)(8LRh&>mN-|wN1Cw zZtY4V-gZOk9-yrR0hY`hk1(;f+^= zCsJT*&RBOFDL>qWU40h~`C2uIY5Rp^^<&7-diFD(_x$JVPt)miIOmfJ8hswTK(7^a z`qy#cVpy`<0RYV%2S%n)QMwK0AVMfYWG#-=8AuGSRw^;u)F@^NMB>HYz6nw!i{pgF*%bMl|{iL0($nV?Olc~E0{w-4>^M)A3%T@V?T5lKy!9YhE%uvLT}Dl zUTxx^bz;;9!b>X=n1+tdrR~c|IA9TI z@)#g8Twy*2j)<6>c;xx12scdIn6PQ?6pRp~On0Wz;3+nEmQ%nMPjhVffG}WWIZhd8 z!Ev*>wLg`9p2G;xAO>kMo)2)f10K&|z_WC87)Cyq9mdjxD916y9kyxQY|}A}=_Zim zX#k+u^tl0UcNxIkS%e_M6k=^bA|Qlyqg2{jKn@8j$o8;Br5f`Qv57@%aisE5icqK~ zfdYCFu!46)5H|iVr62~I)#IE@h!*L>3Q`zF0+9#LiAw==T1U|6;_7^bJfMzhX<6l% z)ytYCAS`v735zCx5ury7RSLUcsxnhAtJh~)6Z)DDRz3-HiLz?DTA63u05$Pq<){Nh zOX=sr(12#bvDa{b&AtI0yd($+j6^Ay+qdsL^xj8~`!jedJ{yn(GvS>v>f_0Jxu$fb zs$4OBeu)mKhqG2L$)vB)-?tG%40<`pks0IFbIAqQB&fR#A3 zJvOLO5BWmutz?wnRs<2#oQ|jSG%IXbNZk}NLdp<`D659db@~k#AuD~XS9di7C<57h z;->9HXM~xVtg%oLkMxU(R`P{Fh)XjXL{P-6Gn-j#%X2Qv))5j0*5-r=0HC48Qi|qO zTL?opi~#^xlK_;J7oBI4DmI~O+eKg1!(GXWDzS{BRy>K9#P)=r)zQh_%IR+HCl^=1 zHOV+8t4(%or4`}g>L1J5I|@V(0^;he)t|B?W@&5lCtETvU$1fHZcc(+&T|^LZRDnt z8{kdbP#%ixDTgpniN`_GA&(6=TbyUPic-3qW@z|UgcC3Y;%RRCra3o>IrK0d(=5Bt z%BG=XrWgfAE`7s8(;sN;Lx4Gya#e<3{*|Ab#`%@s^#k*@@b#wcs5u>Owc{(kZkJ|a*Qnu zA#dYp{+XZo*O~Hnz2YDF*_*MW9ezx9qK)#YppT0oJvMbS&hgrw}m&X(#|wY*Gkz6ZLFbE(&4qDex$_5{pr5@9^N0uk{J+6&Wmr@A7Wu1d$c80u)Yc!igHzrD;Rxz<8jsjdY`aRG@hQLAsV(4TIP^z|Dr_I?OqZ_2+x^apUwN@9XkRh=SO$c???a@EoW+%jsjuT*hv95?vH!~j zR-d@gikIJgQkxH#zw0t8&w*351;=Ze(%J}=<&GCIzxAzFzNLx*s=iz}+kC%v595`3 zpQ$8~X4{u6-}W7^Y#RBipY};J!)}JaKveK}{EHv`iStH&{ont`i0Rz+8|2)L)J*@^ zzy0?e98%Lrm&Q1^m;tt9e|-|hK0G!b0gmV6NgCNq+>Y?@BM);3B}I}HV%Lmw_Y42- z=kU~WhkQK$^Kbvh0wB2COL)b1erEzap)_**7vJ~8Lzpp~G0orgGd}~=$v&k1`mg=9 z&rM~-5P*lz{M;|t;FK6szx&l+`PaKP=FQX&@H4Of<*o^tTRiOmfQx8Hc|a6T8?mz# zt9vtoS+Xb%Y@(VQ;vDZ1a7pDbS%tO2+~RRW)juX6fubHZ7uLqU6bMjjg@Ks~sYc__ zX$Sy(W*rKGwvpBuDQpIoT7`&cR;ej=S#@6KTBjyUDzhgzAecQ>>9UGGsiDd$!PyNL zt;9m#HC(Gr+eX8hl~ZtuIMxfUEGlryHS!nnB1Hxrq^S}{06?(hBE_{MQY!q|<2R2z za(kW<#=rvB5FDz?@!jx;GdW)AV6iU2^|qIeyOL%u15jOSMZEZe}H<-V1THigbL@}X?l^1@4IeT+%khqaEYd9v1OoU z5f(9}Cn5mZ2iaMp)FN|MWTYTfiuQRBF%8G1FsGEY-cDoNY(49^hyW6^Pzb1ff55u3 zDH7ENoVk>oa>-n>HbM}s&r3`0jMb#;Fuj~@L@YC9<|3R~OCaoH0BAvZgB(j!p<-cd zusQ_5wrwrT)TN4xmt{*A-L@u?`c_4fVux8#%Y~l1)HnJCQ%-XC2QJ=m;AWD<4FjoV zhRfHNV0I;jDirQoNOi!vMZ2g^(|i_@au`+;Ly~DyL@7IQ;ux`!ztw`>S~@EIgbe&V3{MIE$Q0 z0EWZi@jIt(6ZUjIMSApbg3ZV=OG4~!-3mE1r{*ljeiQjLPPeWjr_ARRVw8p{H8V;` zv9#yV$+!o+4tNflXVF{@G#y(C`+}IayQZ8lcT+eaNh?IX;V6U z`Ct1eF*a85;py_84qi<&RY01$h>IMs5*(|_WwB8mE=@G}P(PrrV$I@JiAe^7Seto* z&22#h3PG6FR~aZUF!($z0P~vq*}7OJ(j_gVDsEyeqTD<=P@Q1jU5Z(Xz~i@1Z+_eT z?|Sggc@`j|5OuN)dy7u9G5z8K_2TA!Q1uLpYjC0Yh5peDM~$Sgt4v>S4V9TvLBfF4 zc1?_-X_~f;n@#hI8AP- zxUs%;Ka%xdX1i2b?+V+@CQ&Q_dI>GG&LG26Hh<`keDE`#{Y*d-E~mrk(FY%U=)U(p z{?Mb^69?Dr8I245kp3rujJg7Fg{Qp)M4imlKU^^hA^?OyEA(qms%gNg6O?ka^2@x9 z%X!vE_TQ@lc5%V=5quBL9lAWDD_18}y^vVtXcnI;%ti$m>KJRKNwrbMfSzGOCL&n5;)yh9s0nE*3N)-}2TA~dLO^0I&@|#8fykhYg&3^~PC%R1WIIW&ZiMcC z_rt&ayT5<9a|TPfT)4*~7qT*x79s}_A2z?p6OA)o#+#p%Iu~wP>CPv-1C>+OmfBiz zf{Tsyeb%~-b(*t(aMiTkZe598rK@{{4PcUM-4(a1Z{(1t>v-!NOFuEU2>BdCbM7N% zYMVVldmMu_E#pml9J)a_=Q8jG~{=` z_3Z%HIo>qmtpJDJQ?46|H`}Mg`yV(!g0?>%rRVf1pZp2=W@y^^)j$7>rOkwrk2DVF zSO4_S_t-U!{P~x@lx@6#LMzQ&U?(YdKeHXFwq8U;W}#pbS&73OF4fVGSYv)JQ+!HS z-E{593t-J}O$L=pL82w_004pr+8KmM?@p>99Aj|^(Ma7uuvYD;i5F0WYiBT}CL5U} z%v!BxBNR$03?!hlm1`w~fG2Yz;yRbTVx=0ap=zkPo)B4m*fpe^l4SncwcpRV=h7Mg z5V1i^h7E1!Sv@~oK&XfiGYXdi0qJ}mAGq(KhaP_HG)_LYRVuUNa@`9SQ|@10lhwN} z5LBE~Flm7V&wTE)x3_Moj3dGrL)Ulh&{3emRw%oK2y3B`T-+L)^`oZn~FnA$8fKZ_ZVCID5{PGfMS{P>NDUF0-}_xlbGDDbD@tF z3<01=Kq=5Op7xZX>zL){c)GbcXjKi`_jK`#fUZ@8qI!`*fUMVFT_0F8ni_57B8UXc zgaL}NpP&#RWbLeG#m5LxxFCS}3k48Kqrd`KGP}Yysa!zSFxZ%A!$1m)?N0zGrMOuy z03wA0QnI)Mq6hd93wnb>dlq2;2!tRk-mp_ZG6)i=FUlP>N{)(1eLnMA6F4#G8y?R? zsjGB=0TzR(P3UdAL^_|ePn86)b zX;oZ>?(D|PHzAd|!FULXxch(?z35!{YPfpiJAa36hC9PV(#CZ2kH76(=QD)9``T~* z8iE$@jN!c9@6uO(;n!q_xGS&tr{5R$)OGtqD!Wbdl0Wu=bkl@be(U#tGeE>l+(h2V zr~jotk7wXk=oD|{c*-z;_=o;6N!NK~VEmAe{3BGFCd=H?z3=xtDsZ6OjPmSzpI;g% zg;JAlJ@09!c*PxG0mNI+my#D(pOO@yGY?dglYj;~5MDxUX}$?qb%g;K1eIChX*5DT{a@0l2<(^^AM&X@|am2nqqj z5SzB?x;Dm$9>+viIpEsA?o!>V3w~U?c>PazA+kYNSeP5h+L{V;1-7b0#72}FSaHp? z-g`e=a|bN9Mns1-j38|j(dRM-qU+tYJ);%!yC2)ne%WFGfpY75_pE0>^WNt_=icYt z^PGF0w&`01oK^fSHll98O8<+<>2Q?72#69&5iTf#r6}nFGq4Yy^QX2kJo?aOnXdsN zzyhTdb!&=+$suPO3&h^LQgn8m@QQ;po7cXg&X3|PF>~f3P*~K#=^jq40~8IbX6;E< zIF)4Mg-Z5@yTAfPtO}%_S1D3FK&|C|DV3BnB5L|frCcY^1ub5Xkpb-rFc4PZ1KiieRXG0rZ~V4$#w;nz;hVnp>+zIf=yN!H{g-?Z~?*t1aVn#xupqS-4}bce1IYb~k|y0hMS%8{0q?ejUo z^Hv0a^zfJktk6e91Q<##tRvy9yl<(G64NxuY}4EIvF+@+HV#G*1O`h{TV>K;ie_Yk zs8Wf{XwkF!@4{gVU7FcYiEq(4E-VfGp}FXnL{s!!Z9Ot(NwW$ksm6$iNMS-ekK_IK zJ#cg9Cg*~*nr?G}@UUtkx!@GAIw5EK%B)qI2ejP^fu8ZKXIe{sL=@k7I&y# zrMf29(oIbV5C9m4{wYtn?o~?xfRwIlL-3d;c%V%xl=ovd^945B;p%FO5o3e9P5bnx z-fEkm`@qZ>H}&VUV-V&70Fgj$zvt6=K2JFnF2yipv4O)PU@687!jQ$ZO({kB#VbuA zmj$b_56#m+pf=02CYDzDqQ1?5NCFx%)@+oblkqeHmy6_FM1%{7h~HY6K^U2#6wzCk zBH5ZoLn*>6Nr%t^=}pB4Knq9_DZ*AGShUE!WQF753L z?FE;gbOu;)gxnpi!zX;c(p1%EevrP^`fkm>0{;VWS=sX66M}>Fz8BigGX$6au!_Ld zdT_Oz)x%O4Q%}!++KXkl66VlR%yE0zzT`#kD>;AFKm69vPh(s9A~}Q^+OPk{ugwj7 z=@)+eou-8i2c!^*8u{`s{gMEu5B~5E?_`dfYwD-ib~tW6;v+vG$N18Z`b60E*NNk? z4@ZnFaE_ZJa+$WbniNx4uFm~o$hYFAFGrE<(j25jY0K^?5+V&pn8S9MPRCm%6iTPq zaN&c{d4_a~*oKm05}t8GXY6@Ih)}v?liC!TK2D?Vv#B2-WJWYfr{nxLt!&%-VhlO_OqQNslfTtpS#HT=d^uU@ysb0%~UY<1X54 zh0_tL<4r`{Vb_m~#!zw5N@@z(U#=HKK%fXu^OWYUwZ&!@R$ zuE8FK?A2Z8uD&(@RgAEDCifhoJ+0*m5dyGu!|v(NxTo!VAreWY6p%m^`k`;Tz8m`S zG`g?aOnGNGT@8R--p=1zDPN-y-ASy`LzQbqyim_^uBYQ_?ykZwy*e-1{H9CwOSNm9 z<>1$YU0w!67`lElY;xwqX#^4N{SiX&<=a4>dZ25;3c6!DW*zYLbwO;L z0`5(@~kw_i7qp$up!*TN96vWWz+fcW`21)5`s09YahQO~Ma z%Xw`V#JNEAJ^=`i%vHj?Q;4e#W5 zZkPr0PH=y0=g>pya05dKO~czX&~d&MDN-34lI;w!l>MpS9GY`OIWwP`Gr-DhS8=Z- z;i+?hEK|cgjUXUG+94AvsFVee3j!g9Kuf(ga(y2FYPueR>J0N1A_97mHR^0Ua*nnZ_wK$g8*oLnck2nsA|%%nPV*n%>tH|Y4}*&DFy(ZZ|Tt;5a1<% zXPFzeRF$4;E>=}07eI2&Buh$zJ8n&|BGwiSmwdZ?TnV}`r#a1YDqJ#`IVZ408OoW* z^Z3rUzvuR2`;@Y^!GM*_5fLx7SkT_0n=4!3ic=i5>YwC?7Q)k>{>)oXe<}z9bD$VP zP%RQ-=)1PEC& zI;T06qRK|U?R~cad<>uX*gx$|SrR|`$m93jci;YS)3#09b)jjR7?I3Zg-Df)6HSYk2ZwCTs`c5 zQZDM((V}*Yp#ednz{MzoSva%%VVRfk39wFUXPA;sDdIWh!W=_bh`93mLQjj5tH-nY zskmmbs$u;phY0@h#dqjB-1bS<+Rnb@tmKlUI#Vx#cx#P&*WLeTudG)8r22XJR$cz0 z`t2(`_7h^ep>gB}8PD9yw21>s({|_F%_X1Xj=GrV3Flm3z-AZD`8-S^!7$Gg&P=fz z3kp-{1GIcT+M{cJNLhL+J&K?=foS~hR+W?{9d?o{^?(M zZ9lY!`Q{`k#TgFt+F$tBX-6;n3!m1PMz&Z8^JWXCbG*{dn}g^-G=i;R4>QPYv;u>t z_#1mO3m8;1+GOw=JpmCe=Hln#{uU9$D1utvrydv$&TIThKt#|SNn!?oJ7B%fkjDDd zRy1=3+4@C!gCJHVAYQs>$E{!B!phvokM%t-IhtX+gIuFH*alXq3VUf%_^v9~yc{R$8P4j^OX4Ru?`>Yq# z!d`Q@vWf`=u(>EH711bNmQo}$mm;}v$|aRD=bW@PTCM8KTzjV>VF+Y^saTEhO$V2-*_$=!X$@wvpcs<{)TV;dr-#j`Ht@$ z2WV#rc{?-YhQ9NAen6o7+VA}KT*h`=h7M6?YR|v<`)@2cy#CccM{^%#&v0EZ6WoEG z!dUVfe)~6phq9G39DnQ0|KS?!cl^J3PLpGTiDY z;Q7(}=17vRhHiU&-A})!gMJhG;n4iz>wmUyLqDh396tK9{`@?*aKdZY1E{jA-aD7d zJ|D#8p8JrCB7U!L0uP6*PZS?z+UnxC9Kq=q>?@gl*q$ zHrsaSHJ|ftCaw7-cj4)Znf;?ukvm%6yY3)`08n28FhkI;=ySBq@&Pp9qlZO{|4>|# z)C?9}#0$HVQVhc6qOb}9fdJE-xKv++pXur;*UyE5D0Di{4?l9}!3Q6G$Gh%(_>o6b zE?@;0xY+vk9aGf;zyO6Ak#fr2&^_Z>_iQ#p-*>xhf3+Jno1tl&5Q0-!jeZlg76M$t}^W8sKueKcS zU1WTrb?}MbSdm`UmX#haOvQ_vt`N}wpFfqaR_kj3h32*#-~5ipWZ$-@>5PXr-v724 zC3oT0w)v)S{FYOhkSOip?|$1qz?=S@F>UAX{O*6!$oUkd>-mSi<$Ge90FQ+5U*7P> za4zwb`!4$!w%20bch{YP3N4$*loGov?(-P$~L6P zlpu~f+RicKIip-H&rLe`95ZuKmPz!N9)@QKPFg!75!#zl_fG%)sZ^B*k z2@St{gGYop}1%Z@xz7s0-7Nq-f?XOsGU3j%L68sJ)}kgs*U4YDNbp3|5SyuP}{<#>!nwK@?tUYB+L%C^6lS&>!;FfV8OHWg7`v4O1k;V=h7D~(; zYQl+eJH}_<`@Ym}M2_!%(?igeZQwLtb-g@mck9@cFwN z_-$YJbtugirrh+yZvL9T^X=`e>3GQB@=yLzm?v!Wc)*$9dADAet^~@{?i?TP+kTRL zmpXt^qzVhR5SJYZ3akF}57gL|7w@ab#Ck;tB0^!dQ9PhlpT-Zo+EfrwxCjPBBrG%roz5&cAqjKzArDcufRyDF^^a`gB%q#XeLIRzg5Tv=qrP zka&oZS997fw2;|t9xJNJmipMZ>T-KYhAZK-m@Ib5HId2+$t^n19^4E=1n@F4E@eE; z(YTm0?flx7r6F9T`ovgkFNrYC@?c=PRAl7jkQf- z>Cy?hw(EzsjSX`FkQmzi@i^s-ChLu=WVMod;JPYa%NnfiM|%;$+pFSg(Tiwu^-w3k z0(x?j*uQ;@sxEjrd0c-+)cHT1=kxKj-EIOADQ-k;Vn`wAY;-*(G0U@>Rhm;qAexxW zZtv8R)5Xy7>>f|AV&PgtWQ^v@PIV<}@n79NS*Q#3q+u~(YgwXSoG>sm26NRYYN-uq zL_pZ9b=j(T3l|V5T-q3#wuw!^5x~P47u;lrfa>f8hb9+VuRgv@u!S5eDVPAce9;{Y zEBaV~3sm9YN~h|%u!ztjrZMmXil3`KF48*=a+u$$5T&Df?xRMUnw+Gnd3>gZ=U^Y11Z8aW4PZ&K>G%i)Z3yV*s~IkkWgX$W0g(spW|{{hb{ z84m@UX}^2M^$p0bZMp!@eaeo*G{8Lf`>+4jZ=iT0;W_g+{%_yf_i4rs&h)i^@7sr4 z$0Ac8{Pu7B`?GL>Bn;1g_CO>wjVYaPJ^h&@;eeE5XNSBpcUBEYG%-?%V1db1I6H-i zdrMe=Yi5ZdYc5ijK|Y8GVjfAGeFa8RM8RE@I)_hcJ47WJs1m}mTtGyJu?kXH;}}2? zv4O}gsg*Ou`Fv1}fU7bIdS6nPt!UbGqRjl@KarrLn zv3?v_ghgEjpcf|yH{E_ zB7^<~MAYgO5M*YoYxhYM>{KlXBCOqVY>GEX*L5*Afx_bZ!leTUR6y*yt;&chD}9U1 zN|OZ#EvMu!UgVL3t8MRN?tXjMr$!&k8HkgiQ{chDNPZF~-m<*rx=v+MzNV7zSL}p*l<#f#Z8` z&!zWdE-a8s$)Z(#k_)FIDV1C#C)S}tiHkMf6l>=aC~9SbZxqzKuO0^0%=hH6ym|%; zxLLEJJmG6t&s|A$Ew>!Ts)=5a&Xe8O)>kR3UPLM})rVQBTiA@@QD*dgsmCb-&O-AD;}4^9y5p7fd)t>zc215g2+<}LyP zl2TMHO7&C~O{6FQB7z#b)|1eYLhOknR%GWVuiY;N5P+nzqLx&zJdz+#IJ4A&WQ1r* z(t3mnR!c7G8X*d*jjOz1mQu2o$BGCdl^Tx#5mnmSLRt%Z0jjIkXoX!EAo|Qc&*voX zI-zuJGu6Qn0y-YXs%#eWbBTDV{GLFb9-Uf6O+--3ela%v;c$NVp~oJ5`0B}d;2@)l(lm-+n`lz^+)bvSt}WZKUqU#Rk2xei!aP7`9#2qWxe##4MOvT zE{|^3MeXVCog*|Qnk~$yN|&|Qf=A^6DX4~KU;ypguEpt+xa7htSbJM%A1!Oq#G+Rt zVMfBP?N;cto{8u8KH(Ie_@XnxCD+yCT&a{NdPK$dZ~5}VX;M|)+Mjtr63eX?lzDlb z^}l`f#zGf*7V5XfiMFo&V$}!$`3waTA7#58-sc6+E%X16vi}aZcFXDl(J{uH^9^gQ zy}y$~ojR2$st6Wn1BFNs5FdfZRs_kkJSrJcP)x1eib5N%cpnsmRzj1+jQW_cn+y^a zQHd2!<&(p=_X=;AbBz1P9AnP8_V-oYdsm&>-`;Dz>wRY!;Wy%(KkN5?K87tGmJRVj zv_1Gw`#qmA;PARvy+6il>fne7Ct9ZMYhLjvUby#v?6t9H*vC_n1$Gm!ulk@5h&>-c zVC%LXkL)HIsFOpwJjKKAV(@9`Hw&ij;(9vv!|~RN(r<+ivgPSCUJj>yA7JX%U*p2<*cr$zK){7`c zhDFz;SS-0bRsBY~po(b3+;>F`03u{Jj0kBadbahd22qnaWnSg;JjPs)fAh0^UM#Zk8T%BZs=){tQwfb5hWHxAkbs)nWfBu z3lXXdNcSf(9H;qonh-H($m^qv&$eBZV&b7WV2k6Z1^TT*E53+2Vx4Z$>B=S5ePLk( zD7`J)0p%`2mCUSS44GxxPw#opldu1P*LEF&$QtLEy~e^|InpeWd!e!Z%r>7!(4|;H zT$~@a`1%WiXd_H1gTZn^%f`AIAbKA`5H1Ilg9ux;T84u;#4bp{IslBh{2UP>b1?vj zq?psliq6IsoY}$Agw*$)WdrC~3Wz%MoPbeM!BggaEyQ?(Z^0Up*_VttO_$k&Dm9DM zBo)(Aq>-iN9$*p%%D1&2rVSm>h)OEuHFL{Z6jhivbZpSlK$eYCZyPZAv^x$doj`V5 z4D(S|JWl;Eo&w0#f(~#ar~WGOD?2$%up9e1a=*^&x(*_=jO_Oz;2I9c1PHRhcs)3R z6hlfJj=1zRr-i4DkC1M4U8Hr9B}IwTMnu*X=rjs1Gy8dg9y5TMvQ;JrfL5ZfLd{H z#q|cjGGcEvr_Ig2(a<=6dQ){Yxw|eR2*j1AIbQ9j+b`zm*tf}&K6ozAp} z=zrKg#0J*xLp4=EK=R2uUZ{KU<&WL_zyqD@keRaHDkYRTRTs6lBs%Pee%x$A*Q2Fp z$c_1x0hkM}?x_f+Xrd&vYz zQAsryMkkGR`_XI&q5Z5EH6rUu@zX0L6vgpaPqU@^MS6 zVIZM3EGIt@!o)H}K@?g~KI~_>^jAZ_P#5-t$V}_jr-WIg3$-{laFX|r7?z>BMW ze0n*6kALoK|EgmgyBL^>nI-;}Kl@it0)P1%{>r>EZ-vvc3l6u-*Zq~Rl|Z*&d~rB# zE@O&w7$yYnUc7$FEqk|wya=p?ouF~M+>whjZZc&f#sH$e2%~b#Gm(b$GmCI4C^6TU zD$y!0aoJd_@=0dHk!VUa7qFN~Q)_nsLHQ(8sYSQV(Z>RbQym(D`D5~AwSiNv!D7}H zf|ivd0>GR~tU{|O5C9D^YOiTsF4QE(sy+~N3K|rXrPXRRH$tjmg*U0c{SJb%dcKgV zpGah0(~B=1pL+K8Q%}FRKP>CY%vNGwq-?pZlz4b$2Q&s%7BvNFEGv)`@Pvig6A8L* zw|VrjhsJSW1_p@0N$VLkGOA>NARx}sFm&TMc70c#ibWulG29RV#hG5zt*shbdu|O) zDPfxP0qrs<;VWq@ga(j7#wc7eNlfw;Cs^HsGSZs>rP(D@0R?3j^?ZH{TV^PTL``VW zRzG!k*xX+4V$3H*ZaPhRV4T***^=lZicro3p1}ayELkn5>h=e)QapQErv=jp_I7b> zNEucM?dc6!9iV3~0MI(x-1bv3O0pXDe86K4E9A5BBuPz9LooaeBI>dh5h7wvec$`w z>sn#eYenHy)o{j>70T3&Y9?6OsA_i8+q#{t&Jp7pP)ErPqPaT_we-<=HP1y$*##Y* zElBg-Vo(CKh_-!hGp2dE*bBvhV86WcSKqnmmLK_-|9Us1bTPrWl?iSw{Dc4EAJ6^# z_P0NMy*^+HoxyEsPRH^2Q|E3SSw@)575YuLuw$+%plmtLGEx6Bc7_}ahx=l77% zZ=vJA{8zs26gR#PevrTX7r&m+9d?(;&i%Rn?dw=NWakd??Z8`tA z8Yek|?Fk}~Bi%Iw%>7}NE2J2DMOK*>)GKw7MJ!xiqF;&|Gm<1{CkGWy$RC?Mg*_=E^Wn5@em%JVG^*0AzcmRX?r&9SyB& zSTQr8{$j=(w!*rKhKl=4o7VxL300kw=4ezkVX5!T5~EyQ9iD#n`DdSb?z!h)+V4*+ z&8>>StbARpb52?G(dZ50V3L15QC@X&+z-@2!F!9fB^fFM9(UP?g7 zErSI?Py~enZFb{!xAorD6@*5LgGq>nB}J?enJQ^*sFG_-ybn}ptjN`T<1=^;dQPGR z$}**8N)`1bRQPQg$l3r^0a1+uX|6tpGB)zE_-FD4ObS&2inVOViZ9D$B6s_x+zHk- zI_Cu_ajsU=H80DjL-q!ceoJD17HxXp> zq~f*8_v_b-$kA=y{`@<|^~cm-2lo&E<&WST7C0a--~U5D5KpeB(5+W*d*{1$X`K%& z$iMl-lU?uE4I%aK`tSdZglKX5b^o?!e!UxAjDr(eBV0g#So_n)`Qt`V0C^e#cbCH~ z(;zzmT-VgCuy=6L!G1ad1N6IYp4NWj`(>VC(?>|XW0B(`o9!Bx7#0SG6FG7Nb}KK? zjo^-5r5}fJ)M~v8nC3fauvyB`w_{6&tR3j8xH~Y*2$VM#N}Ts74PW3NWFQ?7qpU8?ytD zTBTzWRYZ>@L&?4qftci}XK(-JTc5nWUxd5}xXugY^MjBz@~3Gw=1~#R!X{ml3WSYD z?b)bIr{vx!sAh7YqEO0UGY@(1$!S(9BC4lcqt zz4NJezvCUJ!%NXmjuKWoUkw2%EeQbSa(5X*I2;f2ykvC6B3d%q#7#4$R^n_H zBnzbW?P}2#jMZwh^2Hl@wPzojJ=bok!Wy))g|Z(8L-bpXV8xl38x>neWgqeOQL)@5F) zyTs+{1SFm7`mjvvHvaLi_@eC~`^kOBH~u}@rE9m0mz()Cz2@=PKtJ^zyz7_WF4V(j zf4D7|nmclgGS+Cx|KPZ{xf7IHoPnfSabYh)E<6dvytqVZdqJw?tze)S!)q*h=x4J!u(*G zrZiB_Lbt`C4ZSK>gbGfJP|5p|tXWh}RVbsvq9OI3<=h#mH#rkw2<_+Pjm8-xfB-I$ zPe8AH`9m*z>=ix)kmM+-uM=1>v8JadBF#7;!n7vxZnqsTZ(Y2!+s>ycrILcL3@M`L z<7BkZplY~NP>#d+zytT6mihMeZ8S2iRV-4!hUN;E=FNr#0I{k)%hfs4M`gW>SkXPk zvj>%htTNHyj4pSpz0h37b;rfDhDCh^+Z(rglt;np-h*kG`pM~JHGZiU5fL)$)WFE8 zQn56J=7qSGknI91;wy8o{WAL-Gl8L6p$MSdSTbBP9MO~+UHRO_LL~s&DIPkq-{Vm_=pu2*@wp$4L_j~PQ$J21}=<@cr zzUg-Fw#Q)!SI&?3ZZGFs_xQBGelnggbg}dC z-3C1`%N#lUnJ@cOmrigQdcy@vUDa1QvSuwXeP!Psc+?yY2t< zi64*aN{4j4J$%yd_|(*$PS?kDDX+i(aqy?XdzyBY1Pp3RElZ?{`UCx}8Qh(NjHaNZ*U z1`_bjIp>JbdkW4CLw9+x-R*WRc=Ijl?n91cszqbcrIBpr8Ono_?Pi0{&GW3mX8;ok z7W1>284gncniGGDGvmyJGD2#FR9V>kuM{N)&AK*v_D;*MMH3&1zMR43s!>?%E*aiRbd#^ ztF*3;fgJuW0;SAbtUq;LaM1%CENurMH}V6>hjD^7A4e>mzEoIb_cRg`CXUYKK1AlF zZd8+)Qb(gD9k%MwR*f{jlo?@FQ5GA;JJ`3tnk-*59$RmY=af*{t$Cbg_MXd{_whP& zBUM#foH{qjwLV8LJ~GLIqsS{?@w&KK1qK|aH@yD+F2+j-{$h9hoG<(09)0RJ>(%o4 zf8_JyZk5o_13mhxS1)n6xSZxy9{Ir6?`Ao52lm~A_x5W#2``KH_dfp6aGE2`>DF;Q z$bQ}Q{W0u2at?8YBf=1ToE%Eubr}5#(Or!A$NtivBIVWkCWk&e^0G%Cyysqzjz9ny0htx|SSocw6ha7&`VczrhJNTn7`pD(t=&Dh zZVkhrOj?p9um}Yc8AT(OrLP7GCgvAjc>blAUd+A9iW{~Gff>(RSO|@<8%1ID&h=usNxo-{>1}U$`@7!x?&IMY z^ASs8f>)k1m|HcI6fzQM7);Cnwh0@u0!3adb#OLRBg-Or3pNIj zd?FYK0BQ?O+Y#17i}dc6oZ^TIdy6VG(Y#!8Gz`6SdU#pIqh+tk9F?35bmjHEp^a|r zdS#z_2di7b^DoLxI9VRw>c1NgLR~5>>tFtBZw$>7%aG2Y?Ag%Kem2UrC9H4%TVLmb zJoM`Ki+qHG5Cw<`kso;MkrdqLe$F2bN4ma9{d~=RPuzXsXMG8s<_~zq<32^VMp?TR zIZpEO*T0r<^Wg4QOx-5RFbkz+S@_|LdnsVt`=Rf}PbcitW*}sgZ5$5Fr=bI8;xNUT zJ5Fo#GfeY3qzU4#$Hi^dbaeq7Bu&S4abe$2>2%<@OuX%*jHMuc1baF~~M zZ~_pn;)*C&`#q;EthywqZGlYYXnJ=caX`o>N$n@gRY9syx8fJE#>b{p#1btG@`wrs z*7mzt(j&FxRCTAqcas)nt18i)8=GMkMDO<{j4}WzAjFE}}Nbh7NTZ z%n4(V*$`i$KQw6qVABNCAB9x!pmlSY75*&Y&kC6pnHIX{?9#HTj4BB6j;Gvs-kBN! zJ7~ffCxd)Ligx5g9vyA(y?o{45ADWHZh)VUR@KID*%K*1=)6bYIq$tAa_E8&-Z>)J zY{pynTx@n5a=9-0jLD&$fXT+Pa#ezfyztWP7himlV{WFZ{v5Hgr$#8K4z|tFW{(-- z7uZrBiBO+c^4*j6^sYWzlI>0oSk*=A^MQapW$YyV7uFgO*-D*d8 z8?mx*Bi5^A(HyUW47ln`&@hUrT*yWr0a^;Gxr;FSU?k7N`w&7e(({jpnIN^v;}(aHyqIHcp0fOmYrG0X(u~SvICPutYZvhKDk6dvdCyW=~!6-OIoC@VP1BugeX?5cuwg>ahk%01|Al=J~K+re`x`tNtKpM zTIg$>RTvTq&_N(4=&S`{dX=MT;pq=%KYE_FM01=XuNMn`KP!*cZ+6sOSU}0?5>g-X~gp#s44VX~(XLU9R0BUCm zv!B3V1Yj*DERAqchmkd|2v`HTGB^YvM5hTlf_l^@dZKbeM@0FYDo21Af_KiF?6M_C zLsylf>kn+^b=Q@szqDIgyuF1G>T;cP{8^4n38$Vv;tYkBcWkGPQ(ME%0xj)5%tX2I z&~psdN+$rA`_u)2&__H_&*I`0%-e)(z{_0+>N2-hiW{AQpCT>@O48{+6B zZPV~A-~RRe^?E!eT4C(mzw#}mTtBufnQ9(!G35l*Vv0HD!FS;BH<6;(uNenhV9q&`3e zeqzO>CWXY>3~4Ca-pvY+40mTps@P4KvG5z#U;sld+RKk-K(sC@QqF+Q<$A>fBUL16 zU|+YtLAK?iY+7<+L^E|k*Tj@grSwLta?zrNqU%hdG+t^5JL5}p8bJ{Nh%KTnpWom{ zvEu^;)E1NKs)8b|#Kzu2#4^k?Mr+iD00?lAWa7ejYxlC3KQeAd2Fob~00bf=ht5;i zhoSRh*Z02nbB+*z9C}AYxZ4hw7rPJwU^RuSw6W1kQ9fqhx87_tNsx!i4Lnjd&29tdf7_U) z-bRoxpS-#(>kH4{e&*?Cr_;$YhyZdAc7a^w22d2Ul0>1r+)*>HtPU0{rRyV$S}0@% zXD-|l7cc6%fIrM9-T{D}6QqQeBkoY5DP?!_y+oNy7(j@ibIucaB1FtJPKse;%46V^ zoO9kgRhuTp>JHZ3s|#88jL+6wn#=0$pDDEp1EfU-bx$i#L%Ge}A7bNd2v7$PhK|H2 zx!k9b2}L@Uk+ox!GH+<+3;+Os{;U3cI)z{T%_pMlVsegmK_g$)V>bdG22mud6YzUgm_X&csYyP5yaH~*iz zVY6U#hK(uG_n?v=g_@mku1{&L;U|00eZ1p3oC{@4MiMhyX!^5PbF|a>{OO z@7?9)ZWw!=QxT9=>*;i%TAX=3bgUWm=R_A@ht?QeeDi_g9^ z&r8aujayB3{!L>AY+S4Y4;#V&15etl%V@aL6BMtkDa1S+DTy4GT|$<)+2nkRRWPCf z4M9MZhPePx1cgZxj2M*%b76xxLgz9**0VM9Cgj$;F+~;*+TS4G+a`HeWBD#CE;p_z zhN)?in=eBnXP`*#ct*iu_Axe+5{x7>Sv5X2Fuk8IIUlyjowRmtkjkACy7}_QjyJQU z`1G&7ed;KtnApAbZErp96OK4s!?%9VchIenEL{q5xfIPvkg!^5(fF^zmN@3G&IOvH=`%Y3CKz!U>?T#qi?>it*aHL_F z4%82;!vKk<_2@P`zrTI;hd=$J^G4(hC<3Qmj_jAh8ifW{uM}z@7PJr`0_0P;iYKecc{KcH+inDfSkE)k5(O;jDu`5|7pT`i ziIh+QgW7CYY4gZOwwlR7Uw$Ie`p;nF#^G_5Ho~ ze8h*p;r(9milN`+9-dj+un3|EF`_V}Z0vGOA`w7{5CKw�n75Gta#6i@*5GPrmzU zZ5n5@Mzt@_K|+fOOh8~`IvH)W1Y%U2i9`MHM<_k;r3TW&C0Ncdo8)!qlW5=Mr zS3bf!omZ;D&qsXo&9e=wOQ6i5x}kvp2msDe2>#)hJ@ktAe-!}=X2)iw#vBN+ZtN<3 z?G`$c!VXx5r@lmOep|tZeiw`M5Ygs*gg``|DEDs4B|eClTRe-cv>KtcY!u48G%W>< zJ~8JQKnTGT0b-0XS=$)NY|QM400;H|JS-!c^!XE&$<{TTg^BZhDHd zpZz*6{uH8LapMAp`D%r6gB~xI6q&`*9M~VJ8>a~2l;Vgo<90hCP&}+YbW;k_pU@96 zvhz_==N!2?%?N{^nL2;pcyD@e$JhJide3XOoE8wjT<|Bn@wab#cMRRn|Kz`=)8OJX zZ-8C+!q5K9O9`ou-}n9BeqzM!ZiKi(`uLCe2$Zo){G&hfql+vd?Up%h*Za z`_ulVWuY)G$Eyh-2k=1G6Nn|1!yZAmA)ghF0@^8361#jrt8j&8RN^9%^B@dC8)`~g zoR<>U3~4++1Zy>q+x?I3Pb2oUX{BV zY1PnkwOm?0EUj{H@TQo|$^x|tV3n|dfJ8(OKX~s0_uuEe6OKA<0YSfAvCL(E#>$(by zAm&4JvL8`XvCJEicLAgfwjxI?I#2bx5e>>JMw;4|MbA~v6DGj1@3Puk*0{!) zQcc9o3Y8!iyW|R50V@#7)Ry_rcb*VaOe~UO(l{On0yu{Pg5+XMBKhn^iJTB(6VuVlBrEZU{q~RV;|ABXg}8g=g(J5)tUY`8@O|J; z>*BW7=u5k*tH+}{9pq!zo=g>C{x|HMmh)p$-3BPTQm39 z77@05oI>BG^>R9(nG21#M`>JtHGQCThXui#T(h4xg+kNq-$jGg8`n=vJ58qr79^D39j|AapDoAJ??J+c`GPzQB(lCgzuS<6~-Q5*vT5g_R4Eh0%5BT)Q0u#(+U>Ow1qB>`G@6Z6iRPuxt#{93M^5T zP=?WvO<6l=K7gBl=PU8sgDfbJcS?8S z&QhO3WJLg!-VsGN3IJ+Tp=vtk^L_+C5X5^zkuC&JICPa zF)`iR?)=qfe%fc?zDp=6EN}eikK))3Q|eCgsUP!^F#xWi-^Q0e{t!5ar{!WzkH7wr zY2SOKC7!2_NyvnDBT>3#=dcJ3qn0GGTX&Of=54 zTn3!v7#@ARW0*emW8TOk%*ePsMDgt`QBfE~cceDv?=fbZXJhGo}J#|668%_yhGF7DrX{};aQZ|aI7SPr8Y zu#uud)Y4!ze*i$VYDdb!bXC)+R(M*>1=cbI8)L)bUkRcpb@E>;kG*1Az0zuDLyS z3^Hb5LP&^$1m2N%6rA%890~{rg3ZufY{#(=frvmnNO0r{hR$8?#?8>}HsgJ_cH5yJ zhu|FshkfV!;5L02gYO*m!Sx~ZUDt;YJY^l}T<(twWQn^Od8L$)$jroMBbsHd6Fh(a z{0)^AhL8%Lx$%X9lFqpC4EZ$prTM#|F*^^Tk%Re%wCLIHD<;0+?4fcF|C*;2QBjm( zJE$1APy3X*HOXgw)@MfQKIM%c=PsPXBovr0Q<6{mq)+kd`1t*=Sx4!^soMd~ZXoyA zs~(Je`r1G7XV+yjOc!D2rKj!j^p#)n7pHFi-5>uk5cZrL&5(lIu>08G^QnB=f8|&G z86PKL;RA68UA$T_@TmZNK!d-(?Di-=3>yYqudgpQ8|=m~M@d~D_-gbJ*MP#Z4$>b5 zri+fQ*M8vba*P1J?@ma^gX=fTK0zO;8{%OlI1IaKdY(5EfTa=VgHp;_8_a};<80-1 z&8&ly#&5(T&}v^5;GE6J(y6Ht2Sq&TCS|1ufPli z5-d$(1k140+_c&vL@`fGo=cIjtUWa=?P$0n`+`tJEZe(;f6QZ;!+B&UlAm!!k%>ir z7Q;cshw+&HW9gb1%ZedXLhYFu^OFk)wDd1v?zYO3=L}-su`C4D4Ys3s&P1*o9)0wo zKKK}8k~ug>gyaCg5xD}Akg{mbflKDZF+~Jz?WMqg86W{r-*=%46V0OL{TWg%18$>9 zH4Lm@Xnng)F}V%glt!6lT`Rk?ERm{^yyAMVrftpH*y?lS{I9A3>$1xYrG3{|ndSL& zq}){Vm=FzniH+LGj~R&M*8TTfT<-e5OOoP>DXDZ+sN(PvAWwxqJ{_aFp^%D~X+>&~+}iC`3RIH*}m5bj~{s z!*faq=sgM$Gdt%1a_?FZ5JVutMoHV20+VL7wEjbtJUVuKA3LHb!}Oa`TUnx;8l`}% zyOK#6fV6N~NvjO3c5}2Iini$5!SEcF6fE8BWD}si^V#R$IA;vtB(UPLTYA1Yx|6?# zY16T+nXzvJ45S+|1IKNy>VUS^;rgfkmhUnwz#A7(ZI(M?{ z89H);?^W}Hv5P~*BMdlC<5CVbr4arce)<}IT(;6>D{Tg zO0xYy45@sFMF>fN!E#kp9Du1vqZKLQLvrnro!d}fjDU#~04X3YPChi2LQr?Fg+Ns3 zD72~#`id!B!yz|_5E|l?Vx$;5ow+ycD`q!mfvo=D8g79CEy{hB1I{J0-OsFL07Q+x z)ori@9|64YzI*O{@LuO=nN9#H5+Q>3&Y^R`BOo{g5fWn}1U)7@C;EyYqVGJ|A=-%4 zbzPUMgT**pii$2U)T|QQN+nDawx-ar+G{p^!#lPb266S>>I^dgQkST%e4GDsa|@*k zDFGoQLs>OE22dEPNG6oK+zIZyeceQLcwj9Huo2feXL|wZ!AI`z`c5Qz!VqYQ#n=UA zu_j|VugECJ958ip%6-fI3z5|Kjlgo63Zf_MyU=+zbituGhdD1-L^|(?oR2R0DB?It zOeqA{g&+bVnp*9g^T8wK16&ok5|IhIcH98Ju$hStv>3B*21_k9;8_@7!V* zanUnXa}-5bel{yF?LX&~QB%B%zoEQYUJX($-z?kNJlojT1ZDYl{?|rpSp;WF`urw^ zzM&c2*?{Ulre>>Z6l8GduDZjJ#wEthysmLXK6>JQ8)Kp)h}%sFt3>IyE>0Vd$7O<} zgx&5MyM#P+aP)D#T6SFz+W_m)(a5WeK&v}-yu0o^P07hZxW*~aAx%6UuURfQ9IvlV ziGKDce9%v&?JYB!h+Xh8rJXrp6~aY?&p8z=fY+o z!dpB5%ZBD3{jnc$NtSm!8!pDB-?~e8qP|PFpP6RYEr02M|2inJ&f1f!t<&HYtV?eg zvvFnus!d~l$;^8IAi2My5$~BBN2Rs7pX#O|=8UfVT>!8gOZ`t{cxIA7&OK38UB$Or zbH>lb^HZKCHXhR2CKN5lGYzns*9s){4*N7Asgk)d2$n4+K4q-01B)-yJ@+l zlt=3%GY`Yf^~LrUcg38o8a6a(v&#Qd0~h;YcA0V! z!?GM>oKuR4V=e#z07P*_l+U{dNpTfzA;%!n1>bc6tjmki4cvi%ZlKs^C3J_4cJ2b% zZ7mz2ZTB))0F+DGB|Ceh)HT0zT*e@J*G43^(gmP^Cw)#cuI3JB=)HYrEe$G9Zzrr` zmtZ=bKn)}5ocHK$0BCBsDC3eH29>n|&`$e8JF6>`xpl?SScCooh@d^>#x7iL$4wu) z;JOeTA|W`U;MKd@1=h|b{7ouzFs%3m9tEeMh-}OiM~^b#3CqnHxs47 zGtFpQua9#14Rw7(zsa40X`j&!Ccn53so!>&pv$P5iSz_ESt@6OvmPR=>dR zXMW<}N5A~~uf8qBxO-TnxYdo4*$N+kfNl{>=%{^JaU2(-PB!U;p>MZCKX- z`^SG4FUHtkxZMd>!IgjF=YA^q`LBKR|3SWU)3G1q`0Vp9o{q~(Jp18ie*UMBWAHHz z^MClMpP5!jaV74*?;riZF*-NFDa_yX-T!FiD5w4Y06+Zie{P#(fr(fCk3aDvJ$N3M zYv7k&e4$T!w&uQ-FBX$vE0053`MQLb>z{-Kvg|eLRiXzs{3srd(xuaL+Y>(VP z*v^eCyKm<`s=m_}Vj_}qHJ)xW$0UiNl<^d|g`OL!&CHaNi<411K9{oA`W3@b+Hb}D zo@#^S@V)@#5+zQYQZmK?fD(iO6xnXM!HiK<{x0y86 zF_{N2MSk|l=dWIPDRElYlycK^u=pwfXpaLi)4iIo#Yv-csV1;C21n44E+IG(f*j{f z4k0)k18q9*Q9AE}BO)N85IX0)bGa#sauI6O4V)uDL4siz)B~w52SEZy*>#Gg)u7T% z4t)>-01|OxofJ@(6&Vu?=&^am!*w6u*Xw;;f`y?PuywXw%|_Yo>J$uTH`rTl-rfFF zAyWrk^cxm(u?>}aTlI95N@8hZy?33cw2~pre&OSBnf~>^_-A2v<-z;W{pgSX@Dzw+ z;&l3v|MagsI#{Dm@@sE<(|Wz_Hy}s)jkmrf_&81>IsDsy`&$P&%*id=?i;`9o7lMt zobTtK{0~1Grb9qK_VbVY+IYmRmHJ2koin3DxXAV&o_abh@~miIjK z!n>Y)agHE>NDj#ffYg&>^`H~Wk5KXlw~}Jzm*`QQpSxx zu?_a2s*d6&ZEt9~0U7-i^#O1u8!Cm^{@ipD3EUW_U3(@2@x5FKQU_As69by(J7wEg zHC*{(PG-UEe+Phm46l9N`#tiq2azZyjwvl`YT61F#HLP3wEC^$?I`q^JwA>IguSD@ z@8l>mk@annzVA9mo%h~T)=~~p0hs^*I7g;qrKYGQ7G2cLD_VPy4|)`k9O)Cthn}+| zCniHc``buNysU9qQ)FJ|m~!6?0cK9CT)p(ti_gEnNdR&M;rYVKo$uH_pYPlqueZlgCB_A_}f2h1Mc9v zpZWJcD%*K>9`|r`@Q=Uq+eB_jpT6L;|KK3~x|@#35|hX6 ziFqVuS$zPvKth6iRBF~7c`Z2QF8Fe0`kL~PeBc%o(}Z#c2LcdLv9|!QDbCBcp)8F` z-eZxJWyUcQWUaJxamTU@>1!gcc z*dEpEn{zKvjRwp`ekKZ80HhpU1XbaJ-ueu{8#R~ItcGIs%2xB6cvHLzEaqdt&)CFJlt+44d24oo`M|E+aQPy(CNDrGV;O!&h&Nf>dTW&hz0o z_rnnF81W(~&4*)z1E9roAi1lFfMgf6fDoc{uJ1$VoF@R0&H2n0|&OWXlk&hZGAojj+&|KDGQ>j1zKiki)<+V19FwpSI>DQ};# zZ%w2!9A8vpoee@w?s^|O8x7!$$CWnQ10RQuKI2n9`_QdO_(T8nU!1^oZX-R<5%1lO zF2IKFd-}MBiTn;$iQAdJ^eg`u)6j|hjc@)IKcA*}$sxu*Jh;7Q=uXSBdFGiH6C)yB zM|RtjM1PUG+ioT5V~od}0+I41mn*MD%>P0PYv@*n*%pE!ieW1qmEKI)Ty z7o{yl?7IFRe)o3(ct>#jnzCJV5S_fCY ziE2SHXCPP-D`j^Q05(X{e6W=zq}6tXAxcWXnfMpO<$#(faQ@wTX+eet@7njyhg5Y5 z*mjB#kO*#f+s$?qb7u)N<=u@*QsNYalL$McU|}CYNxUXb%n={~vKFLgfR89D=75}@ zmRHu<{4h4%1~N49MN@%gaoTTSnU77-Vy;kdQvn-UpS5dW|FT?|tl7(^m{Df>;(T8- z8ZrHfSXaKa9-G}z*`x<3L!~kGhu4+3+Y5CmGW}<-rZC6Ii6L5>JyGn&roELWBqtL= zNrvHUe={dQ2@Zxn+}dp}H^b#_=!4sBhoSSqyFU2NxuNshaTxnB_MLa00144MkJ*1s z2qK(2c*YcCN^ACWbBvr)N_lvRQ%sx$1c^MetSPNA&dWN_>uFj~(=xAVUU^>9vhup} zX<84b>VLb!TSQ=#mKAWfkHcHgmg3in$?1y;`_dnWihhDnSyV(J`BOGxZ)`h6QHNgC;4|0xFCokE3jF(M$^18$-!_+?si!x>yU?QyHM$ zsc1IkeX%ux(ojQ*tO`r8BG%#`%Bfb|kYlB}%3JkbrZcNdRD58Trjo7YkCYfv(c@T^ zF|@qZI7IB3@0*V`p#mY>=nkE8554Tsby-h`>9m}dw5}Kpq(a5J9fPa|GVG zKt8jn3L(W1c_$Nyq?A~gi29-TA!Pk~rVvWFqKvvxhINl?$Wv8~(Mp^0R+l^@qjthA zwyu{oOC^Rf%C7~ZROwkkm1@@(47HQ8F)Q`t?Y(umz5l+;i`}>#20|pTRFN_qo!m{p zUs5K}lq)j}Ll-DloD-3vKx?fhHdF>SGS$0XbrFmWF zB`r&wmvxD0iE&xeG%v@~JWcDo#3iLQ^18-?QF9pvNMwuyIPguIYOO19Y* zjNa5mMF(MnNlf&aKoXib4L_38CL5Rird;A7wT zNfG4pKkqXgj6!kf*JZPYx&MOC`F(vqUEcdJ%yW;7v_?2Fc8}k44ZO4^3^dk-{crPQ-bIUeG*d=!@ zP68n<4ua>CU$)CG-CE`p0_+!{V^7`ba!RLelvRc;$RgX-A7$S4h-*Av4**lQ?HOna z$T1NCCBKZRy8`dyoILXNHK=LKx_4$K6OnN4F(z38qtQ*?MnX^kRl@;g3#}WQg z^8s!-4ky^e%yTR-e>*odF^k4-i2y`e7g!*?lz@Z?P*oH9iwKd=Su&-|2qK8(!52dz z3pFvBg+wYhmFmPw7z%G>VyS(Yioq%(+Ed0ZP+dfMVePTlATd<+UUiiDRCVrz0zzmf zS0fS;i1vKa@86{P_i7oK&b;$N0YD%W03^Ei!TWc&F1)9h7CymD3wfdyoul9g2}r3qyMEDJSripr%Qic5KrAsxjR>*rMgz`Q&M|1Z&Fw zd{qHJ5D1ZVo0LRK;6t|$3#hp992+7w13u5=FW1{Vto~Dx3J-&S@PT{1b1%L0(uTae zB-6a)mC^$H^Cz}Wxdz?k<=EDh8Ehb0(zi zcf$~R@A@vF2uMQFhB(40F%VJSwfs2E-qdDbyqrU2V6dHbn$z=mHE1lA$4?ed*5&*V}!ojrQsA$$lQVfC^sDf z?Wc@LIc}AU!SiBfRgn`$Kv-0$U?wag%3sa`gM}SAL#nxQ8-Vnw00Kaodd6BKp&O|- z5URc`BCAFCBEtE65Nno!2!JW297zH@kfDiqStX6w7z8*mptgH1Zv!IKz7hu7iaSCC zYHMA+asFzFJBmgzpjqb{JgQ`>qTg7}#Ik6~m(ja=yR5KXshf)+ZP?8$iyLgx%Fw*b zSg?nrBz+%V{))!|WaY>y=6DQ61OU#*;2|PF=e^5kwKxji2k%4@VOGex2ie)JKG+=4 z1xblX&o#R-oI8ex&8iuC$O~Z0aQ21z7n`qYk5Bd9dV;asxE% z-bAG{-EeZQ$gZl>|x$JmAK0O7=|+hg*>cC+UbpTfN9@YvxkHxQ?Yt4NB`hwenU zfj+o#S&n1aFidW}a{aJL%j}O`ygw|<;lf>C#odn6#qB5q@qEP>w8U}fmg6zHIMPc` zJxkF&^P6uALPA^GyLkamr>CCym5B~N_TxVs_UQb~y$s}&yZxVk^8W_%pYyq2yc>|C z_e*!}zK@LJa%!a^acKf_X33%HH4u@+>Yvo%l!i$F zmJCq}R<+MiR<)p~f^h+ad9-3@1KFb`cQ65|hZ8Ab)EsbQ5>{^!=(+7}bA-(6S^1fw zGMrog%DKc0lG>QlYOp1QKEX^m@2ah{iHT29k^I8OWHv_H+KX*r(eX5Bn#JW~^$F*1} z;{44s2zQR>&iL7=@V$+sXxTINX~$=;pZbv>o+bX<|M;)N;1b2djA645p8m-{`e%JQ zTtEM`-)uG*(DmTw-nl2AeKFm3-~QLX$qgq@K?tLt$?;$RmT#Gzd-v_<;9^*(eh7H% z-Ek|=zxedvcCeQ);fdY0lLcn#sQ3K>BmCyu-+F7BH#i5Ox4iY8p8FwE^4*X8*iVv# z^?+-ae&Wae3x(B|?yt0AkAjgDV7a2DT0xxIQnZ2%%}b%Z zs>^2OF<8}BX_qNRI@xnpoQ!(3o=$?Q7*nxhFdWsKRMjI@VwvO0q>N6cy;t+0=(!F6 z*4T_(@tQ$}p`y~V`ko4bsz5mBnkFB*rB{`{dG3UD9dn_QT?A!`Y$whry1A~3ih^DN zvRx}6N%;N;@4x?{`;mY-=JO5(toV{q5{eKAi6Aq?$kVb;^D?h-Uf0vSq$E-689`Xq zn3k27B~8;hP0KVdOH7e@jR^pqbGlW{W)%fy;fFe#8pXUrCYZdaX}b9rHo^dPLFhyIgvoRV;c!@4ypup2j|0Za3S_Fbp9C z=UjG&uueZ`xBxlwL`06HY!BP1dAXke0%0i~=On3F7DPm5Se7-hFu=+=-y|m1-mC(e z6eR)-$PFb}9$W#sdH1vm2uqt>6GwSNLJ06aUU3_h%59nsbXPk+)#%SPYKo#hLomF zznKol^|L?ajiTkHjhDs_`oU&#OBJ0!&d@-Be7GH({%}pDos>OC06;zRL%r>ktGIGQ zrn2~10cKB#Hu(eq!`k^aq(V?rx4EtD6U(40`ponbGB670*>#{woshUFc*u7XX58KRCrhRYd+Jqf#|&_azqG7 zoYFGS>$(=)-rfW6{tMpCU@`{{;r$Qa|JdWN@WCgJ+2Cn7Hp^|+XrhQipKFJ+obb*O zp`+ZY-r5`j#FPjK2@*4+_ZY`i-|d^VDl&jZP5{U(ktL>l z;Iy5Qhl;Cmk`@+LL4e!@Lr-FX@)Jr+TWPY5MJpUm*T?s~=gG9DLI!e&Z?Y_BOF5Nh zDp)w{7;Y9lZg}R>6(IoTEbDAWMn~rZ^!^X#> zTefR2JjX$h{jlNz!n4&7-@>V>y}-Q@wFfM;oe=1y!%i8 z1m@J?oQCz6jTsFzh9Dn@#tDk3V!;DKWn19q(LIbbS{)+NQm` zXE!F{-R|k9UI=|0Buz^W3kwK{Rnq11^DMM$6e=$-E|_h`w^KqwR`fOfzm z+Ukm=B+AXo6R8!*Xy?6Ith=Z&srM8CEja*{UkJJTWx;nvqBp9@a1=M}B9b(or?8NP zb1w%y^Sz)qX3$e=k=a_npaw3*5G>nTAwX%>h27@}lD$i87}dv{xqc+!IApqROyig)C)zF1*-E!BQ+EFhA%|~U^&fcStx`qc;|9AcmYrO+$|y^ zguV|QIaH`AAlesHB&U*9_fN)&yhNltWi%hAl#l{wN`TTVv!I{=aEdXen3x$7r`(1q zGK)asia7;_;eNjq;A;r{nA#}kxN^7*@%eyM6dRjyUFxaRh zbp;pNlExcUP!X6x)ez?$+V1S(rsrB0a7$z71F|R9Yp}g#HfjY0?~<%?u2Jo;_WQ4- zm!BTpk8=6cv$v0q{VeP}BmL9w`L}%sU4Qkdzxy*B-Qr1NH+9n8(?5KC5bhm^C!ah; z6aqhvd%hh%|BrrQ55u%wzW49`qv+;a)9$q04<{$UBK>uD;z%=LA|K{036UEF<@B1z z9+T6EzUxjFpJ(DpZn~%7?89>+R>@+dT-V1qPU_Jo z_}*`u_v7r&Qhl^d{z9I9==_5ZJv@vfI+rAAMTriCSw*!4VId_+QDS6XIp#AIbChmP zDXwW=<7ru@d70N`Ue?ocn&u_OG%xXVS`MfAc$#Cbfl>ZDV^pd8R?Xo%f0i$`@~OFx z+DiFz=jgFVAA05Ek3Rm`BM;nvYa9Zoe-i*q+gX!@x`3@TG%;jaxwtH$0+w@GW5i*^ ztaOY5`EV-$z;#V5$dR#x0kLuCLB&7K<8M03%9YtcPlSLNV|wBF7YJmt8ONa?LbvI< z-8gLfZZ{5N7sg@eoFhH6K>G`(#GE7_ESIb0KtPhDB%B~6iIG#}6jT0`1ybUeQi?Ig zm}1ltq-F*wrW9F3VoX}GP&|`$@c{t9d?ZD`2?OLpLz^pFNTN(#0~VNj$V2uoc<;%% za|UU)r=_7vIVM4*CAGpnHBchu9g|h{#w|ym(PjO#kd^rvZmQxl2~dZ72e&uhs50>E zRS|Ky#f`fx;|UVNDwp@{e23}cm~i^RAN>BUgSo@~(f{lJ_-}c>-i*gSZtuJA-u-&$ z!~SaO?|FDL%+q#B6Yaj_EC1-l7G!gTqkQQf`|Py3!@z!?ek5drfZi(|7-}pN=w7VE?jXkCP283|vuH1Uh zy?vDVHIKgh2ot#2dw=Y~1HJM!ul2kloCB@+5^@kNoH2)XG|o_ z87o?yd+Tkof`HuHTCAo`v9%#=#G==^vN``l_TnZp;v}nEFlq{XS-N^m=*4h2wTojuo*1m>1o%igh> zmu6X^pr@8k3ZKi_-l;Pko4*CbD)lj=3k4YGxU=Q$JIu#BR9mCUrQL1CIA;+&IYYyF zEZOq})@14?5-L#4R9~UPav?F38?Uym+lGfO?hCN{!GHflu=FRw?g*Pr0-=BPum24q z-t*9IUDn+=obaL}1cvec2d{eml28Av86qykhuyXtWKLi46<-v2=`Pl^?zrc}O#KS; zG_*8AL5yxilPwV;hko)GbL}A80BklT z^St>-nyF?)D1`?buiOnD6y>tYahY5xs{{f}^+Kx~E6mU+K`ioAnN&9|Z#STK<92iZ z1NV2GXB%AhbBhWhFvnK8tEg3-sfDtvZE8JCDoC?5#ZQcgYf3o-0^4qIU`Z$Tj>T5r z3qWXA6pYmcz|zolx_R-o+l}*XUiKcC$qilC0ui*+LdrU4iZ9ItZo-IiT3%@dSL8ez z1_acT+nU`#Fqdc+Qe2J`!r}_7VoB~IAaBn8Odv8zxffp8Z2ODtn6s;x zV}=xY_w$%JrOa;@&R|CvlO#?ekU+?e-^x#65Qhku0D#4g$P_`+&d#=e00@!*0i1Iz z$vG;Ka0ER@3aUM*T$7QL-4y`T@&oOFruxa;jUvEE=p5!&c7)`EU(({etDc&sOsM{Z z!i9wmiw0`IRZ~#X=p?(blDk&yRjz~bS0$aw_~(yk6|=P0iX}=llp)Qt3TG6rX93@K z6Dd!J=D}rTbI<(&$J2r7!VMS*wkf5QL>AZxU3G^G*#(+m+&grqFpcv7yu_J0+$6WA zl}2_GuG_^6A7nf5ZlB`L$0eq2VF$yJoa4!F!d2W{49673`w2vN>UqFKa}RDk_ML}W z(wbx&H)%61fN~21A)qi0UU1`Zy6w9GTx7pOqQTAJcN9Fu=nnv}acc^RISsU6l<0@+ zIqnD~Ch;=>a1wO7-zv?OA=r?MnNRKhsq(1lj!>4~`o`y^5+xWdM%S%k1yo2S%w7Ok zfka3}HiM|hF{*7s`OHY#v=ef?8geMYnL;xMH`odvw?gfS?hW3_3J6qxUn-q>GyWM1kBGOWoAj_R*q4^%NBEt|%*lfFMzx zU;Yv|ZEFfwp6S6ln@WUvb?W*S;<1NPiR%k`=UF%=mfWg1pDJbF6%8V)y0dk+$F*{) zJf9&Suv(NDw!2&nQ~MSagivVeCR&mV9_kvLZ{VG~+a?GX4icqfMBvCTy!2uS*ggK( z(1j8gAdd){YZ%yyzN+Hk#F)!)={$s%!4?W<2Y@t3OWF+8O;nhU91^%(PUoDz^eEJAcIr_WXPo(Iebv!<)SsGpnxGOD1kq9NN-nl$7GLTvpwEzj- zoh;l6sW(*C5aL-+&Y~N|_!Ej>>W;0-A2-`r^lW=&*>=r$vrihb(q`XUWB`qN1g@TvTRTNvRi2F4js$tcFQH~=5!Sf7w&Re4(mL1Gy_hl3loW--}20_ zF{l6fQ~xF5aOuEJ0DFJhY=7z3e&c#hho^5ZU7+B$2_X7gJzc->9=9&A@X zT$@Wb1mcqe2*R{BSpz)`zLBXzmSo_Pq( z%TWj*fwD9uztJq`MjzWQmJq*eFd+)z@cd>QeMUH}Ht@OY{1Fx#RN(>e9 zUT0yb3x$$IV`jx#K@`#M!N3X*Y$v(2(L&Xk(vH3j+tekl{vR<7i&fhdWrF~E>Y|zp z$Ky#72j8txx_*@G_bXZ%Oq_!WC*1+KxxTs$x)=3g5mR1e~M%%b(}tdk_$jIYE*>1R{M0u_QV{HtE(BwaAW>ZL=Q617#Yv3Ids* zz>+JG&*E)TPHNRih4l?Y07n?S>w7=+VeG?h=r%*w2j2(Zc^^D^EoqX1GqE_0ba4eh z2<&_!6eRGTyhHD>3odvH-gUtZUGPr4Q!cHmSpAghZ??M@yjF!ESi+GF$9ARw;hJk= z>ZKtiY?0=f%BjC0s5hnRE^RPMLPdXcn_hrqlKvfcjT&;B@t?nrJ~$LXz4Jku=;IX@2F zn}6wN4u0GB`<>@E{q%oIp#umaV_yiI06;;`rj#?a+5_dsv6V)%q-KhR&T_@Jg4aPptE@d7q4D#nRZssE3>1CAZGA z{$yqlnEuf{fHO^HUJMNqWp|K>w3T;iJ>Y77;jVf9ez z&2Gx0G7=XfBhf|~oFw;D&A=u1T1=P=7#!VoQEWA;daD~)C?B#2^~n+ z*QewD`26!%SJ%gPKlRkR-t$y0ez#8CTI1M^LEj#5lf12?|{0+>B0kXRCfb8fTUk@u(u4_c0jp27oAc(Z^} z$a_`9t#i&1Qm#oy0La;ulBqopA?2{Q<~kulrp{tr2?7uS0eZsV(B&$?&TofsvFUe1 zzZ?2ZA2z)oJ3scW_t<;t9CjW%kAa|b*m(+`yo0`ToyScV#?B9&8#~tr9D*N$bHc&F z*mswgJGA3E%GQ|Js%Dy*Xht^5&xUAC4yZ5`+c<-01@%bXn;Sc3U#ys@eW$sy+3vG< z3XMy9)3bl-uV-Fvduo|T0b+L5as{jFu3X$7UJM-ucc6p+v`_v_*T-}@%a}gxGk*UT zcDrdMNlzW#J*CjCp3}JAKBjJ7@B~}=f$#gyak(BCX7S(g4}W0KIByANa3Z(2m((2{ zp3uRtJ<;Tr1Q`4Vo$%6aHgLTxPC`eEkJB++1dr^e?%1VnnU6!*on(eEj{9r4q&3O} zLpPt6-8i1+X$`~0wCp#uP0P}aVM^q10in4In^P2rysQ(+;Nm)Ry!!Ot{b7o5^n|ms z#55J(DY#@SdeaTFd|_-eJ9)P`99UvXS$S# zSQrt>!a_w-+h7ntw5cvYdq_I~f-oR(5*ECDd;jidUVP!|$U-bY&SUQD-;`8<1zmKR zRB&a9QJAO2mNr(SLo6mjOS592z4>AuKY15IaLyxwcRs~*noi3+H;*Y!WlPs9w}fnL zS&t4v5V^Rud)Z@;?QUJN#V$qrLIIfh%U}*yJayV1<8{3u*LwyO52nKPRiYwqWmPCn^y+B$ilY766?|3@j@p z=kF9s7HFSUt}hbn4xQa-%XSX6B(MDt-plLe0}%8*FFA5Xo1^;3gQH$QrB6d`Bs%lCG}GvY+31W|)Wx)8^>TyAbfe~hby zPH>jV5gqzrl;a7)5DCUdf#{9=;R_yOXRQls;|aw(;q9i5Nn)XmJ>?u%$IIx|2mz84%ZXy=u%{kWqDJ4~|jnR;w zl(jD#+}8MGaWQ4eEMXX9y)1;V;9;~Pp)!vKm$j@UHqJApcthKnO0OU!>mJ11vzdtW z%qGJO1+rozU-PZhA&ZEF<7WHdLl2MJO~!wuMx@~!;~tHm=s0rng4w${(xMw?!Pv}6 zxvCS*vbWikraFkg!ZF5b?bMx+0&8r6OmUS}xuIIP=z4&nBx^>M>fJ@6E|X-J0TlAC z57(8-g1M%foFS6-mv*Ph@;7g^w=~3aE-vNf)zXH3Z^+)e3t}6f{%ijbiAY@dEpL7M zefQsYdD+)=o{Y`RE(de8knwPJ``K|FEDT7FDCLS<(s4FgM7yYG2PT$NV8w(AP^0aX zb#z7LEWxWRb5<0EX$260%a<#%G`(tO*$w@KXTM;1r^v>3$6GQr`PoREGw4+RY~M5o zM!lpS%MFu*Rr)Q^VU8dDfgf=gZugA8@XNonCD?QCmn$5@s~cx#5M?R(zw8!m;D zoG5L3p3-Fq*K!#48{(6X!8tlk>*eD4zHj}8Nk{WVYV5B!1802gMS&`p(IGF?ma zLn?P>*G2KZWOA#TQcP%B#)I)wWo+Xvs3i!Z8l7TpB>DVYT zKl3J-yCH*BA)8LK_H4#3Xa=-?v!oGV6L~-Y?c)sC5BSWx#yYjOt7^5urQ*%F<;o=(?Lgz z>7h_pgSU+M4R=715=HUn_ZPn1AL!utBj5PjV1&!mv+v*VVZRl;b4W7!S3LaqGA?VP z`Qq@(-}3Tl2(b_Ga!EY!eqP-)5>80Y3wDg?UitD@uM}k)JLuo=>R0(yFzy2!{?503 z`yvS^7*9;Ec;NBa@t^pbKPiqm?lyDRr*Sv?ul=eoOESOVLqEJ5mO&;QX`N}3`1;p> zC}Z~pU-Vh?xOcronxfzKY4?SH=*w^pehspZOjDxWdNty@%5-qc#qa<0PaWKL7TKO0 zOqrlt5UvhP04#=n6|5ERs;tPWg-r(_Wq@YOi|WBwyknpd5y|Di3PMiUX9bl_~3F5nz6v zmNm|ERc?}b1M0H^!#3%wg0hxF^9_oS2S=1`yLv)X!y5Wd@l6{WV20HK&e6U1-+S-9 z_qyQo$#w{cq=&KP?|A1z7rHKV-g`na29~BIss;n?fIJW_n#jacq_ScUQ+I&qyaOTEW$|-jsrc@2?-rKZ774e zjjeiw*?G;JG!4zNqfE%;@gU|iRLYua#hw+& zNN#)00GvmZZ-^*4;XCIeWW);~^;|DB6j(HX5pPQd<-HsHSRhdGgJR*S7HSpVZ>2!1 zhs5N{`Ey&cxbaURHj{WQ8S5SJ=50)f-C&C5amslh0PxCtUWU8F$9~vvnP)%qX%FNj z-CA$G_6;AlasK7+_d43}X7&BV9n!Ld4|>0c19fyeQs-75rk)S3qpt5Gq@#cN>t5x8 zcm_Po>#~45KKTAGLv;V}`@U-+?lz7(knQX*Zov~TcERtr^Du3fY2B>Tl^eUX^ua?q zqHIXkxZiZa(aQbB*agAlHW%}J?5-nU;<}Fr90otmd)RE#HTlcKw8D;ehs_L2SWX+) z&4(!ja9zKkv&oBykh#G`3hK;Johr97sb~vIy`o^j!eLgPWi<(z0*XJAtuHJgiJ&l( zo}7@g)y0f6kt9gP#LBLG$R!S%9)fmuofh2XN9AUTx#6#-x)eJt-v{y+wJB7QWjR)l zSsW#1<30-?mexlAh?F>?S&g8E4nT>}P;P=&yE9cXED;t%b%u^X4aQ2NVoqQ?tgh$= zLP0?*x&mc~Gc23$MTEH>6e2l~7nc_omlxg8$HW4V`>PdniG+@@3qAy`f`};ipINZ()c%-~ffaC}W)_F-R&@|4dI`ResYt>&X-f#Mfup*V_x#!41 z8vlGV=W>hc`8l()OmtNRT%WAK>wF3g0J`x<`Lps(bEk7$)Q+uPPW|%?ST$;|U_<>K z1YnuhH^1d=Q{!vwPa14NE#nrHJk87e*J ztusPHly>B{`c+S4Ib#QTDt66x#g++5)01=lMz9Rbri7;D_*QG_d@Gg!nm}d0!n5Jo zD6xpAn>=Grw8<94S(!oqolYQE9n9q2kqNg4N^4klSBTryABTnJ-X)ik@4I81)^YW5 zT!aZ0VvkEA@hkd?j-lIx_2eL2?|JODI{>#zLW$io?HI{tdb%*H32p>CGFYbvMIKgS0~J}iEdpZI z&vxIO4s7k5pg5%U4knyR>JOG^VzXuWB7}k`KygWxrFhpZzWck)jL&J|?9;~JEcseu zs`X4eo)H)tRuEx$>BZ~kpL_1!dvA5Y>qHS9Q8FYdr8bijG)!MME|Z7`$wgQsI~lA1 ziOaDPEo#eKtG(&XX=)MxdL zkwO)anaHZ^TsR8YAd?J!*>x#I+6(Lg038Pk696>$=WQv@`_k3372EUjs8skD9TcH zk>&z!br@^5g>?ZD6CGl$$tqvwIf>ynC6lUA&b(npr7Dq%s>xGS9xSt#2FV$86J19r zSEGgd)R;3PuXxh{eDLEqgy3yxO=4n^&^9(wv?$Ke<*kdM?_F@5W31}c0stTYBJ@PT zJMVoy6%B+DrE|C)!o@gl`mPVo5d@FHQ`h;JGech04lWkCyZm;?>yB@oFGKxyD+H@|tK8Y7oCOd}r2_(DjOlIfc=B*OC5^3uh{Rl)P=ngq zLRC-a$_D_|sVNr|0y%P&4+FL}q@t7o00_Z3a!3xzIm#}0BEr%%L4%oyIr|F9%8(%I z(R}lK0e~{2Sx+hqHeej%npLK zC=VJ-HqK4kwGt1?%Vv`W1RyfYI`0hSG3pSoet5P><#FX^#_aZ=t!7zP)SA!st$IZ{ zg87A~pQi)-=b!%1UBGS?80cb+U5x+Zm;d_}`d@p?J1@kCo)T{4_KrJw;>}NP)3W-w zEZya@Bb?^b)UPf<fv2<`-_3L}RxbTSy+D{4(NjKG{bjaeM9J%LuCkr9d%RfVbulo=4p6N`7}Mo90R4T=E8${#ht zWQ1Ihpx#aaY+eCEa)iz~?*pP*QD7DKx&=_u&oEC53Gcc8p8FoWf81{J7s{D>hLQzD z^jsei5y>4%a^q4EAc8)GvF|oRw;8(KI9!awb~9|p;c~mV*bJMo+ir%w3zSzWhi3CI z5)%SZ?w&{jGS9P0D?4J))Oit_Vm}*#gbKYHGAS|ui!Z6_EX5;g8kuveh&)w9$$2!*qa4ZEATLXf!*hZI%^Qn`+hZ7)jPCvzvE77J(xUFM2`6S@NyZK-a*CYWN$21gYwHH>pjxOr?}UQR>@3MkX}rgl8Y+f9 zD^k%^HV^<#R=8>DXQH*X+1zW`Su6*KCHJL{*7)Jlkii*A!LQ zXv$_wK$T8`AX%SfCTcZ%RbS;-&@(rSR4I4L|0hE;3Lrow51M){1g67i$JCgijjBW< z%1lM3-2otlWi#F;pDQllV%QK( z7dWpQ30HW19Cw|^)cZ}K5xW!Z-~5(eNej#~%WZno+n=Crn;i0X_lLgn%TK3eI{A}d z(2cZNFmA(X^1a|XoVG_l4{3$iAA7n0-Y4E|c%Nbr#JKfKJP5m;5c?705(5y3L$}0b zGx*~na)M1*p~J(Twl3|7wy|4X>;momdKp7JEr;LtiNCd+*@g%RloLI);>xs-hRwJp zI0=Y3kQmXOdBkm@v(9tmGM!ruXr^_}5j)eSDz-AOsL%z~qNpa979NyPUq0JR>9Ir% zMSxKM#9VJ)%OS8tjB>;d>{tyHPDub$g4-`0-t+7W`%_GUNQBOrgb@(rlHOvRTy=dh z>x%!UC}a~>=CREqkj8u|E2nSeRk5FlNZrsA(Kz(v@c#SmJsb|tJoD^wnoIIwYm4NC zk{q2yxwvQh(4&vsbML*0IdTHf-k<>4B?XA+2)Yow_Zh5b=Wm`9S~o=jU}i_&2qq6M z$4w!zENhI+%d&`MJ6q8VIua2_2!fLMUGIF))r+@FpMiD>&!BR%cnT@RM8cidx620r zS_9hV+d-qMjEryCNOISQ*X6xgCDB}8Y(BX|Pq$Bb-!D8LqTKZ(y!nBBglCUN$a|N+ zc`p{<6htP?zBN6~avcpigFd&vTexMwL<{&{L3oM_lg24@voG@bQ!*s9V z5Yr|CS$e1=RO-e_-EjchNAoWhkB&P%BS63RSA86kOu>yO zKDp@o5lP%NCWrx+<8Hk?>;#t84MbOr7~E#@v%`MAE!6vu`ky}Rh{$gIA3y!`^9JE+ zkP8-BUltx%!rEVicgJTP9vs7VU_L-vE_&D}UK07!5&GWa>6G~L8~)~B+8<6sfWP<` zzQK3b>$V>k+;oS}|D#_72T8-`pM2MMow$?k$ic&+eMB_IBckCjIYY_1No=AWn{95u zGAlYZd&uZKpCOk!Iun(=&D#C4?t1A_Sty~_wE~Fs*EIE*2cd*m5Aeha=nKp#bc3j2 zJGO{|*8N06;*!*m(<|&SH9_l%m19G|(A?HqZ#I(FlsB3@&YG~$WTkBz7PORGfP9;a zKwy*4_7-(raL(lpPzdEoP#0gPC*IRN_uqSYdEuNRM;?4iF(t^mV~Zn*4st&#=XA8$ zN=5`poY`g4h1lWb~Mm+8IOWDJOZY)pJqgyozsWIHJH%1G;5hZA|%N(GJ%-e*^30xCR70v@)BC&befS zmbG!w;`TW63zmJUi!5k*Tg~_LJq0km1x2Yf`+1H#z?5j+rH0xv8;M3yHU3ggX|cQM zlgxM1{It201*I|;!Fq1C{eysr+7rBwBTaF>aMNCT2xBdXc7X(8JX3v@_h_sD~f zy`md%U7vXOZ;Uf6Tbd`PW%2>&R-8ZTBR^n>ryk=J@nz#<$L-qP@~6Z2(Ds4xstb1<%sW|v#{uS*5HA1HU;i`Y5JQ*7?(6^ZUyX7LSCqc{BY*gh0{49wnUA0S zxt|ZoQKXnowqBL_IWcC-OpFQz1kf7mnGeE#&pwL8*04e2amDv&*OxS8RT^M<3g?3U ztZ7-fUN=)yF7x?p0>XOUkXYqhadWV_I_>F@Lsl9qG_RJ8AChELSembtPLfiHQY--n zn|CrtpFw#nUHQ&Xtw6(OmHjH}&C4N$Wc4xajWQxZBy`@dagA#X!J}T*GFtU$WMJ73 z+ORO+m=GK}LV|kI7!o-XJ6Iz)#mx(l5@&Cbh$NAi5{M-0dzv`qeaO;$9MF;}VKKEi=Q;M8DnJIBT zomG$Su{Xtn4vDprAaQP2mOYA~9?qOP#sYx3?x4CGvl}yCmygbqTxVqU44HqF4y5=v zt#27OCY^PytBwHC2z>2tm#+n8jxpxBWR}s0a&|dlU71`+g;t%R#wb~s%;MWr`jgoa zp1D$qiX)QpeR3om^6%sjU2gvefIzN!2m<9(k_nKIoN6;|c}m6u`60$>qqv^dTSkk$xLH+&h%t{#)LVWE*Jcb~2_uY}S4ZF#EV&{XslZ>hO_Q zzB=(R!5%i<eiw;cFLbDVd-?Snqd13!E*&OKZ#7gO}xO~P)|Jv^Q^ zyQvcp=?8?vDL~hWAf++w|I+{Qr(s$5Oil&>n8Wl}zTr<3(jWXIpBs-5-NbRenEEYF z|H~JCF>LU@;Q;_U@zwG&p+J~&juo_+3pL1QBnnWhpQ5NLk`TpaC5H;~agmwWtnOR6 zAm7!-qkNl{kR3s87Z@L?d9MjC*eJ=$M41<@3SK|6n_x3)wC`orSoE3co01t(q%+n` zd8`I8+FCV^30tdHE{nm|s@?Ra6*0Eq!1i-;bUYm9Wj2Wh?JwnaS$q&--*=8EA4`{| z3>G%7u?21RmTQu29mL`;8DvP7hISSjvuQz29M_m)%9SeKd+&*moO9YnM+8JTCdgTu zYpj}_@D4d%UN;Od#b=n;{mx4i=4zRKV?^n`R4t}dS`k&dIra@~?|U{nDZ^<#YgOmj zkk2;p=Ih3%cfB5Oe7CWisxCYm>-nRUZ6(QcJRMKdx~?&w*sI6fsfx>|S)OgN7O9J{ zE`AM^zT#WGCpQ1~4^zm!oc0(kZ4|K@ZH!bi&MuLGQ`M%B)>6a>b#b zCSO4=iO<>;bBIDfoTD1@=RPwP=|oDawC9Oo6k<}1F$ z4-4_yoxH>Dik3g~HDAF;|N7tdTSXi%EHoZwIxgXjAM*w{?GFm7B(*AgyyI(d>lvF~`Ay~hIp96iArE-^jb zr(0t@Ope42827mL7s)4DrWm)oTX+>|dqfl%hi<=g>~N2LU=R-yP8&fA+w}k^#}6~S z*l;(MYFuF!C6j7cSJ6;JMq_+|fB=^S3IIS>kEIHle1ebKk~wodI}(YC_|QD6;^WG1 z6kWU77ywROEGRYn`NGIz}4D++fzi9u_FQm z?-4Ph!rVHF5il15XZtTp&SLcnpd_x&UxeHhD$6Hb2gT-!5DMMoIxXj1o)vi~x&DuU z5k;7gVoJ-h0BG?-{m;~NA*&lw+-BeW-Td2#{?e4D(FBb#nf;mN7qc)`+u%*rW-cp( zam~m|D)=2=YF`59_iKK+@zL2=YVLk(YhrVWG2i(jH8%0Nv77@7n3!+BbTtfp=)7pH zC;)r8YZdBkRu_=76zfz6^KF$*xKNF+#v42XJ$rD#OF5lW;rv)RNf;FWTrRPK*qAv61menT|y zA=o%0v~ib-9cF9Mmv7Djh?Hxk2tg)CAGyo!kR z_|8TxdWX)DcOC$I@PycfkaD#Kr{{j|3BPu(i$~mF`mhh(#vMc2PzQN#rVolF&8%itS}~#Q zhu%lb=tK2@*qe5ha*Y4GvgQ(7iv^h0QP-Q=i6yL0kn zBeLzYMm?GsZNy@=W%Eg89Rfh&m{V?uDCR=}Z9fd)s~e;rI!^?gn4=>i^aA1#>`=SH zw|e9e=t&4UR~7UmLDsgxB^rQ)0t_r*5du~g6jB&nhw5fM3A z6I5UTWaPS%*!-%xFQ=^`Su#srRVFMvqb)Z91UPq$D4QZ}8G}l93+hVYitHNIbvK== zh_Er&)zf0OpX9j5W;Z5IAo+x65Ydw&vMUpF@1guF0Z^uO#2QZn5pm7|s3=nrn45pv zBS}?xuDk$U5%r>~Q{I^pQcsHcakNt%E6Vp&f# z1@2|-*L2n6PH;$R7VaUO78gQ45j*UbbcFSEn1?Ma({2%j1$i?=8WZrA_R~55tl{bq z#NkJM*hj`;=tYvGpZ}R(8UyUt`MyVPU3hnW5*#)%y3l~(0mOr4W!PN$nxR~S5Loib$yITP5_Y{P;pEaz1!+M1k26Q z&qWc4%tlQ|J2rSV}QF#=)t_z_bIzrrRhGkh^df}y%(lRF^KtfIo2*T{W z3&DlX4@1A%4TQM6biHgQyy_6|hM|Zc3mW zu9s@eRsfbcKJ(PG&pr1-Tq1zB-RGu1i&!>hf!jH!S6GnL7%%YIw6;ng^$OS>5P=PY zi1k6~C*QgR zjM0>g3x^<(g>@S%70n=&e3Atb7J4O5!0HEk^=n?SyV&M*%X|~NhqYSH#+CKXLet9v zVsc$)ktIG+mZjSKCy!eXi!B62Wp98=|6;t60#qh~M3f1%j?>y%w2qO=Ss5D>ut-Wc z&Fi|ZoD#=W^#~#YI_HQSQ`G0OLZZr^R$69s=91y zc;m=igD(|2*&0Z}Vntk_dWZ~$R|HfjH+NaHRcZvQR$Bo8zcYZe&k23UMS+0ZlkB4`lYud=AI9M zHXLZZJ@J-dMZY*91PPD7?xAhx1OfIjZT;JS^EW2m;^6VaKk~ze)lEbEZ@=)H!vH7b zag8k9J)8R`j54_WbGO%cCC-Nqy44?e*^UmuoeuLL<6h)4%qQ-?;eY>gve}*X@vna4 zpM{x*fQJR$Dqr!(zxZ@qi0OO3`~Nx(enWVgS(f=zKkf~p1p`&BwfLn8DcJ(cjm@d@ z+N3k(0yw>^oxjyEA{3;iGz#Uhjrn83(va?%^=$Mn|^q%2G%>nTCw3bz0vq1btR* zUDr5sQrCCh`|WN-fo|y5X@2R&+jjO&mKz*`>-sSCUDpTaaNKUZciwyFob%o}Pe?xa z#L3#Ia^_YR28NtdF1cEts2w39CgvOyDa^*4th5eNO4*bqN5UDss?osA&bz!O%M!1z zPW!`QUDlXlVwR-7(IidywIBxFO(-8=alMtLDv(7Cl%NG}+dL!Hl}%R)0~v}m%qY^D z87MjcDX&Z;=&c~S5PB=*Of!{FDnx7Pp_pQI>#-m~s3XMsuJJ_~ysefE!5$`g*Z`tl zHF78dL@1mddhq^R_uk{ZgCeXEins)X<nG-(23>9cJV>^@H@TyS`p< zE8Wt4=~sUFrHsHFU3i|5vTTJGp+-o1U8d6w<9tn2|QaZkeyy$-sV+akGuEV(d<93f+o+ z^(!9daTr`!uQ`l3#REkSTj+Ur^xUn$=_qgsa-w0R=@7>;U9TMt^JY%hi`#X`>i{fA zq)XtqfwbSxpYpN4#g@fV`^+O;g|g%m)XwR_$U>Oa34TT;W!o!57Um>!x%ls<|S1&-YCShd^cTpIbbE`ANt~Zo(CR5Fy%Yd}3>BSeXpLyYGe~LMSDko-1c}Dg9 zf|*MBUfB3xRJfh%HIv<7hFhZ&vy3kI{N@XRkU}4V^PAlUIQ2tVr)gbR5FUmefgL&L zAOzP9o%h~l9oGc}BrP+*uIq9(CV&uO;#~Kwt1Y5sA!ZI`kO5iMk(Fv>)lO87Gt9ks zv_)M0ni^!Ku*))Hh$tmaES%CBqgcK}UIBydb~HyzY9@uDm5{d4Ri8-qD%(Fr&>4x< zy*L*gW{qL)DW)=9MWt>_(VwJ#iy|(I#sC1w&9={-A6TTZmhqA1jiZ1mPF1#94%e?! ztKy2vP_$=C2f!>6sF#A3Drcf%u|ptpbSH$)IhRk<$^C2%NHk8jLL4^LvxTqQQy**7 ztVSm^o0%`Wt1N-q-{=PRtzx@?V1q(-&c0R0y8c?I?Jz&U^v1&}Q`x)Q-WqIE*C%0wHpO@An>n-aMJ|_ z*&dPkdJQZHVd&_z?AP7UAE&{M0tX1UCOLL)U0fd~ABh)S#x)!V-|r*4PNMW1Ii%F3 zl(ufX@+Y{K9c~ZXgD3JVkuWYqs~1`XQCv43*H8Q0--{gy(?9=#f4=ekd~*FQI<55a zpZKv3qYT@h_;>$qbP2id))<$W@nTuY4fFQuV&5OZ@2}$p`Sr6t|BJ&2Zi4Us_P@_b zmhOnh-Z}dHpZfd8Tl>?x`{)1g`@q_XVU_zTrOsZOtWo0-WpmJaA!@%o!~!?-dS|f- zwXHBPYn207AL=Y`p*SA}kh1&{(ZkiWN*w`8Y*|dhDEXDZw+T6g?Mg*+sa0!UKt6^qyONLx>ktkTdS6kVRZJ~{-Hd`yH0 zp@6dhpyXo`kdR_b4)bxG2K_}O10(N*C3pvb00974g!0KQCj9eaRCrVfu8~w&erwmO zdBav-HBsZJXm&xrVxMBwrp1k{Pb;2f(5f;E79*O1GP4Fn^vs9~)*7RyAyqXQu@&6s zXz>OUVlf=EUTO5>`J|e+8uC*P$Vm`7JJT=iih`LP6$anTQ?ozbtD2EAl7bm->ZH4V z7cESDV_%yGpZ(I%MER)>?)pVVF?Io-t6L)rX{K#!UtF!{!>A|<@0f+Wmp`!FvvG9k zyXW3XDPOda7!u1MuH2NRtwDt1kU&F7rA@yMfCU+Iry4;?oV(ux9#I0tcr@uN94f`4W1$NlQB%k{k{~zA|JkYwP zs1HV~x_eD~I1hq|GEa&ODma0lei{`A5D+IEa*a_@^NC{|Ze|mWlBf}CTipEWi~mPu`bq6QD)Tck;k*iU|#6uo~ zV9B!&%L}4n67i|?e zRF=)Cp4oeVydaImJ=#j8R8?1%soK`;w{6#$uB{NLGDfNJE-^O1aa|d*cdo)rYM$B# zAWus3ODBMx4(16)x55JehIe)PkP7qJ?h;RCNOu*}8_&}KBCj+f2$_Ho{1wp&uYLeP zRLQAG-h8sZ$u_fNwBFsA9S%W4igMOnOjU943hXKaLGZa0ALNKCZnKH2@)U-pd62?d z0?1gHogicj9$Ylmq4+Z$ILh?Ov_$R%$w|h9$)PjnO1EmO00*D@$Nb_@EMLal(3y20 zCQaOt`J0t@mt{lZXsYWRHH$LxbNT8T_86XLkw(O(ZIf{yAHaluBYRJ6JgHz4K|#mCw)Oet~v3E`f&&*>D`u5-b=D%~$vvRf3 z3Lo*oAMwY3`I@IZ?Wy(RN3}P{6V*GI7lYMLzT~-2{rJx~d5<(u1D(2>muYeCrN8wX z&UdCB;RMxY?y+mfYVfez!smX;mu>2~cZ=#f)!5F}u08(5zkS~4J@qr4-Pf%@z_Kyw zr~du(KI7vbMPVrr#&M6qRyJl-q7*yA@q0KyB{-^-R$--#Sj-uwgUZ5KXYVo!o-jXo z1ww3*$DR!Yx0{wOGT;SQ9m6^WKp)-b;b1y+R^Dg-U5}tv z(vTpN!|oVGXYV2bUI7@~>(o}@RZNGZUTB)6>*c(b2GLp%4<`II=9TudsHCfVE2mz%uRGk3?4@-59r*BDs3&L2qE zzIyIY{JW2S{D%Y1i`yA>n7uY$sowq0TYmqZx9$n9Uxq6MV99sJ%?R%u-}%?S@XKgv z+`g*R0?Rx*vs2Cg^W*>W>z?(^wo}{L&Q&|x!SsGHQ#(2{XnV`q!R!}W+AD46>(;ig z#qPQqu9P}xRm~P!znKuK9UgB(1D&gut7@~1)%6C{X)#?(4wb-Rmr>oh` zC#T6=8*|lKuSr8(TNnh0U4!HUgD~D{86hAu5d%Obi9`VJctR-ZXgoUsF&}OjRo7JL60{{S?yh0P+>y~B=SzYtGyAXJAC>HbAo}?#9oFf1NF|8LNDZTy% zf{n#wdg3WuQCcy1`aZ3b1`vTA%Ph~%NF0pOLFitvO~T(y4ymw{A;Qo)Y}m(nA?Fu` z3dn1%0SG3iwE~Fqt=bp_@XjGRZ43Y?O&DI18TbaIfB?{wSA0~aRq@>yN?~vq1K89NsWyD-KCMC6wR^LkDSZyZ%d^CE2Ty;oYrPFageN3n^55r(xe?!gR) zxj@0%ARficK5}xN3+L=8o2Kj-%Rmribd^$=(Qk`sON6*oKa7`;3GXz|7NInX(Ahk7 z`H8)Zp*SGKvl<9dvAv8~QpU0@9~nV`JIFB^`<+oxc{6Q%0|Ik3<>Zw@PsEv+lmX@# zoQFmt8Hi4oWdULN!9RS!lkEk3G`S9-Ua0Un{T)$0ghPj@7?Ts}?dFyL6ZsvM7s&O;4UFW>nY|P&D zZ}U@i0*g4cbz2|jLBphbzomAV{8DeR0W$S8)|IBE?Q1=Is4FyeGcDR&1E{&$f?Jf* zzQx*1)@mFq0@@inGjGW3yXv5v>MdE-HxSY2~HvHxCBVzH+=*Ti1RSE;VC68M;rGUU2AF`JQkT;?R ztKj3yNWt;3XKY4*CYMQoI{ezflx}V*#P>oYWXlgyrvvXEy z$=d>miSRWq$$K7I_bdsL;8%Cpf-A zS}Af45#u(%kXq0oQ6JX_koQXIaAJO_(mAJkSDhsaCbG%YCBJQB3D)Y&|JG_-!(9zLm)ap*XhODj`m7z8)waFf)?hX zLsOYnX(0NHCx3pUz|d?PAn1Pa7oL0Q+p5-|`U#Jtwp#jOw?{v_U;D4WRaJzepB(!A zrW+3nAv$AsZW)~EZawo${>E%Z=v%kHz3JP3`}}|9hN?5}Q$O!Z$=PjB2eL1E(a$~c z@sCIbB-slH6URZyf#0JUg%zbi0robd$qp4HFE4K_&Sof?7?#ygMp|1oq1oeO0Ey`u z`BTmqC6tKf7gm!pJVDH5a=MY?|6yL-d*5^XtM?xJ$pIp2qqGWV9ECb5fm3kO!rCbY z{)o?9fY}h~V{A)6!9OrRl~PREkqx?vsI^9gl`+N`iuv2H*)>EJ2w{UMg`<)*rU{y` z$2P=s&MU2bd_8>hox_SsrQ!?8f~7{x6JTtwDIQ8lfJn}HrFH0FFiqZjtrY-z4)46n zJ981^1Q-A)ovf$#B76z`;`en#%wQQq5(@}}Umx7_H1eF)jQ%WO1S;-lkQt9kDc&&3 z`9=_%9XP7-VG~{w^H7D@Y>MD*#6NG@JjsCz5kwkOL{DDFO&}3mLscY zkqY$$iv|Ehfp^h}r=%t2Tt4R6^8}_yM8;^2n7G%`3yArQa1Mx4N@3XtDP!>XFIxDbO84$I=Sam?Isj2Kf&f%y@@;+V3! z1qlnIN#uik0`T0kXZ?y_lE#H?8$}+7AZ|G)7hh-`%0^IRC<+dZ_fCgBy96Qjg1Fi_ z&YSRwEr{_58%AE2bI75)3L~~9nF$i;&PV5DY|rG4$7mV;?w;z$OeZ zoJ2!F2yc1oTXq#_zw6!UYrf`h9el55gInCp@Na(dxr*j_(NFluk0PT_YOZx{i`qg&Bo2c zLiN=KYz6)8O4Uc_nqA}7psx4TW|(aCWncLf&0#z3IAOsu z%>qYWO#bK7zQb^0Jk23(rAQ=lyv2p1N15X(PCDOj>;HoJwZHEUTI~m3v{Nr zhOnn4I4r@Mqe6wD3&D&)*z%tb`3(>c!Ct!riX2ZztqQzyd^Rs@7-2d`CTSsi02mII zVkaBZJVN-%FaHZUXV0lA&$baEzA}s(W1EFxk9zRlcw=kydQ(D$9gQrX>~3bq+7l>B zRyyXS*kg#<;Hb9%K+cDVkQD-xw@*H0QviUhcYpe4Z*QwDHcHXpRr5Fg#+OZ#H4gs6 zPyWn8^QKa6fsCVj-XAgUYBLMY4ctmQ=RgcRS72%@#mg;Gys`f`$>j}LXYH)@O zHJko)`%^#e;gCi@>3e$rJMr9p9LaKwcy2v>Pqv*`6U6jP@X-QDDE6k)F%@xY4>{_} z(NCQ1Pe)foNla7moWI1Fc>y5 zLJF*6b_jqV9_X6i!bn6wN-H2DA5)_U01AtZG{W17f8uBbyB6bvn2F-WP{>QGqA!*5 zsCgY$7R@Y5B9jTxZHo_w887d6wh|B(dLo_Aa7i){(tTbj9nE44YltW&!9rjc_z;5Q zJT4URJBHLEIqc)Q2B#FFX7wQi^x+_@B$xqxV^!fG0&A64#u(?k;sH=b1BG{r1uw*# zs^YV3BEccGPVwCaNCD5-)kA)dD|-)=)-(kp5OS>m>2yN?;-%U_c~qF0jy{iivsT6%cqHRJ7GA=lfu4iKx>h|5RkgBY` zwyvTpz$3OBm{ncbX`-s}YBVR`>uwM3wzXHPHQ)1t&nDIEo72~S^*7J8qEQ{G?^^u{ zpY$ncZR6|z{2Ra8?_GPW9C&T!&-%R2ZJJ@8%}bvDpJsjS0BNqxzIoWgKk#(IT|2$? z4S%}qjCQ_X+*a53`Jnrvs>WKq<;{O+hmE08=_Q#14mB8fipAbp#bd}4hf~;bV0VL( z?-Zp+zCoSiK*F$uk_S0sErO_=Bd0_P!-D7FkAzbm^q->Md9ISenh;F+ixiHsvoFpm zp^&Jd^d1KlW183wQ3-3@r;ss9{miV0kpk0$#Cf?a)vG0B6tOB+NUQ}>cfuALA^?mY zT%1KABJwWgwxWqoQ`SHPKA1;^L@q3{fOs$!e+j6mkp18c%=`(YIO)*D7pim6R$v1! z9*Jp8vO=RFoxlm~a7HI8dr;v$P-)3xjPtFvLA|ZB!2L~;4M)06Fe4BN4?3R9<4UoN z!3%(kzC7k*$pDIh%R-vvnZi71DBuwhd>n7TI0(S$5docb0a@dlhm(RKCX34PFbNkXnnOIui-sV3Hc{s}(+h|IvjemM z7(m)PuZ{NP5tI){W_mK3Ja~kNF=4w4`Iz589Uwf!W#GeI@^Lw9a*&V^l;`(z0E83* zB7k!~2l_F0M+osurDza%VlN;^M76N}9~4noudj00l*Ba!zN~~4ZD6n`A@vkJTg4gF zm?q|!4;b7-HjAR!38827;RwRJi{i4bz$gF}cm6~fP+?{#ibMc>Za$b4imPLi#KzMa z3Ih^lGW`nTAF(xXk7ubI0DSW2J?YB$f$Cp;(R0iS4S%s=Jr{Q|goqNT0W%{iT=u zSETKxTR!*GpL+0AE2F^GRQ>FK{-s6@3v?fN?|U>==jX9$>wc;K{4K9PL1o(c{&#;! zvz^J-UPDXM>;B-cme#>Cf^(npxDO?sbW4_+<1HYcM1i#)q)U>lS7te~*n}XC@^fMV zbn!s8a2yb%(S?X&VmVnc&lmDD+0X!RK8Ny_-UPzP@kDfNQ_V5RAo3o@X?gE^kMF*H z8kgXwhqrOW7>Kg)tmG+)ngm9cN_GrVT*%V73hi=~%<1KP9oe=g{w1(X3dV^TT-C(f zKtLpLJn51aB}R;mE^5k+K&lAyuLx{e3{Wh<5qy=-YW^pzlmU)!7)9h7eRd^M@SCy% z$n1>c8D0k*9oWzc@;Z>{01?EU1~LB=Qj6KXi{oB{#RP(olSdBygXKp4Hz)0dr^W+R zRDyADF(5l7JaAl39vx9tf_^rAl=uw1m?#%XvxXe02XqXxkHjK^5VB(I9Evd|_BImm zgrJ@Kj)|GbDdm_cKte*+zR37EB}fbpysST7iC_}|GV&JLX^2pf##c@sd`E$b%ZF1QW-XPOfU#SSk8r-2rC*# zCFbo5?Uj8_xe%fGN%G;s6UBqc|6}JL0cdgdi=X}l(`NB~)dBwUi(hhEO{(s`<(bd2 zcphdoSB6TE_N~AOC2x3`V1~=sdpe z<-cup)zEYJaIIC<*MG&cY%@1r&}>wF>oepr85mmptI^583b0tI?9OC*8Hv zGWgg3@mnAGq4#gq#*YKERjmviKyCe--thKEe$+!>{y$&&DUW+Ny93NBAvIyZF;2h| zFH6q$h$!uqCR8CY4FqB77jXp{>NtW-dKe1`QyxW-fWe7;%&jRcumS*h+h2Slf)Wp{ z&vFF->>e^K`Q%SA_(gdh#{hW!WW5JeTE`^`-lxiZ-dj!i)ws+tAK@;e8ReXjeDXWQ;1qCK;tYry60oF}F6fhhl8kTXA4<5${!e-Y3WC;8vwF({kxeoo z6IU?CK~2kmxw*5C2)q(QxEyh=fL)xT1Pgm88aBKO_HkHw-l%|J2GkTgW;=#!mIgbP zvbQkMt%%Ec_qJae3+l0I*A%U3UJT z!t{P)NNnc)yDVEG_=`ZsXp~u92uSi90kYS^S z5FQTk_(^fff)ps2oqgJue9_KV^LVuTt@gtUe){LX>6^d3t=;Ulunb_V)7!0?p8Zdr z^Vr9I6xQfZOTV+*aer#3-Lm}FZ@=QPANO&yt$a0AYN~DR##)no`Kx~KU;OZoQVr8_ zMl&^_D~+h|nScB1?$+GbjGLtfYM?rrS=nY%`_@}P)$MvW>QNg*jRH&V)b4j?8T$$s z0+`yl0@Dy30Umf#r)ng!&3v`p&sNXPs6p3u4=~Ke?B-_ivnQZatEy9NDqygQtRYTt zcurXY0xyk&GOA0umtCr?uNY$-&No4Fk<%)eB*Gv=1QxSs0h63Xh!FYpDC^lp%W+mr zMgc(FKh1_URH#q`sltLH0`ciN@`Fus(o_Nb>oXt1)irX(;dpNP1I`Du)`Dhzc zCP0W9x6j|$M}!1QC{zL?tCL*0yoQTo*}`5Y5h;)a*vj+I6sTpAvRfmtV|_D$A9!$u zQm|y4duoFDB>z&94NR7&BzaX!>TO86#xOmJ3TD@iZDooVgI#4u*+>4zb_o#Eq#<|$ z1>TE8KVr2h6NBU-#@lQPnKu9c71l?)Ts1fxM%7kM-Lk%&R9{u6-fGjT&FSRl9n~<` z2>paj4P++|K+Epi_?e=sSw=<#h0~}y;OB3mSZj~7a-O+&5TBEV6 zrqSyo9K5Z2ZD!cc%j7&&T@8L|YB=`Ij_Mtbi`N>Qv29(SPAxXJ8cgeJ!f~st!>b+v z20g%TzZi1X*`3*r_4V=EscpNn!vqI4ZvDWM7@kc}kRG6DU6a$z%XN{brXwIljG(Z9 zf+tZCcpnlF5Jt@lZ>~v8V8TF1Qz}fgO5lX3y>~%K6QTv{5M+sx&0-bhJOeL_iTNK& zo|xwhSoX@JyrM9?8P|dBJ8=pHqUDX{3PDH8egUH(dxA;UgnJ0=aA7h|>?lBToKwgk zmZKr#)ry5@_*58^qC`w?U>XVOESEK9yv%c2kD6~nd0nVm~mA&0RaG6 zK&HRRom|0A5In@K``B zeomh3xsM_wP2}|XZ8!-sqROp95GcPuPWfie2}hiKdNyhW<0=58g-*PdhFt{DlxOPk z!f560F@{j`0odIV&`ku{$s%zxjq17I8HG?NXIgQZMHwKcZPG2lF#>jobC-de5m^U* z)u0?HmhBpD>qq@y5-B5V*5iCs>f z-=7wK01^TD_`mQ6ibunaeosEWiYDEQ62)!te^F=IN)vc;41PcWyq+XVGGT!?p`_^v>A zq`%|=eAv*ux|sPByXqnC8sl-v{gTQr*bGTU6OmbvvZRqmkiD1M%YzPCDdMn_Pu>bE zOMnr|Xo3WiKe@(?B78(tkgEVi9)ttO@hK7GE&w4C#=WFent{+dFWZiWCHaX_;4>2< z#muN8!%J~K6!<5UKjR!!6rt0!pF!cQ+6i9r+@B%0{Z~KsZwEc;1JGgzOO;YT_AmdH z8v2*M>i4GOV5SDlX77*A``5kV)vcL-`!`-jMp1hl8`^8{4(+Rc`<41yee+j-^Ke|6 z6V%HUIftj}+rRc3!8OM}ozwu1bls}y8@~E$?Xp3?IrfL&{?GqoV>RtNh1IXV^fv&| zEKPlA|Ksz2q2DgLzh3Iyue|6NcPBgz+s(ne`R#ApLtj~a%fXx8_?o({?9w6k%Bs+XmP2gHuRU3?OI6H^ZIEA~O-;wRZ zqA3y71hJtgS+Q^u$plnsu(=Y5XE>=C0)|sg7=onqgw38&>ynL0tplVUfoF&%wr3!h zBxKJ&NC^janP=HfC0mZ@Su!<~#+X}= zRwelHTvIHBl7E?6ZkBCPL6dMd_;E~?tx8b}y5%E6SaOpjuCU^y2Qr(|m;{I95uQY&1ZxDQEK2$A$f4D3M>*SpAS4I9o=0508kKC=3)Ud znAnaH(^AubxmfNRD-J6yiURC1P?G=DmqdnW9gADy*<=Y}iwIDkta|A-3wmd+>I2$u`nGQ!YZ`PR_EB?KUAJP5dFA$Ur=ZVKM z(H!WC7AH@@tSf{3nB;2FI;_7FGeeezOL&(`ki2qUCzaMa^)dbmsd#pKau0xt*|l?) zows`ag}>)%Rmlih^9_BwFtTiA*EBFM5LfIhNZ^ZQnWR@Ml5&5AB;<9oJmnEvL6&eT z7HhB`3!{PgI2A$Xik&NYNqvrLD+G%8?6);9c_MsOZJPUJW(GRN5-PqWL~+fU7)wEN z0EqKCiDktDqBg1Yi3w5&CEuBegi^=KPOa)ZXJ5hGY<(_&tan(Mwp9qaa@DAM9J{ea zIE_2ip0>0D@2^L<+f~!hZ@PB2pd3@X-aB=ummPS2QiC!3s&kW4t?~-K=C6MhG@ktSr~dViPJ0Jd>*3(BhARapwP`g@ zL$4~ephCFP_9Gtoh`wrDg}?Q?zvJtTnU6=`D4IUuLmoZ2ZLJP3fBo;bY8jOFL~4P1 z-2HA#RqaUsN&jbFn*NAzBoe-)PCMih}?-C~j z;vv=P4!;s1R!BfVDxJ^)yfsV&o4mj}kR{L#5xhr*9GL)wRSXofw9#*dY-}Q(NT3*E zDdTWtfQRfE#Ho^W+zDQo7#LcOO}@kbPkv9TGhvCG zMF`%d+~a^*ZjggZK@v-(Xp_yd_MF}yZ za1D8ylR}STVo5e3JgsB|vbUQQPWUezaY{PN5n1;{{(GZr76s4iJbP-dEsop818wn1 zpZdAj=*>93;MZTMsiXdS(9LGAe(-z0AKTF#@EiWYx00`x<>0riIqA=T+GpEgoV)EW zKli5_y{ng#Gi~kQtG?-36+m?b-}BF(Z4GX&+_F^EEw- zF*TDdq+CFX0CBB(xyCPN=I)>=(O9tJ3Khs+EgK0;gPK)xT_t~#hF{bnhm&;{)hGiMqi|nPG zbCkrlava%$pHr7gpjhjW2*|^SEJG>Bi*!y!Id*A$Nz#`Ecuh>%6Iy>oQ9bJ#!KD#T zl-wY9p}=bVQ=DHsQSc;}1YWu&e4|7jk|22fF#n*n+?SLy9XFAWfN{$5u7BvRm0y=3 z09Z`B7_tVQ_|&J>+m?t%ZJz$*r^0EjH=Ekk|M>g<1ubs$x>oi_zyJIE5tYGqfiL=^ zr+YNhc2^%x&v@E1?BYOqbkpDZ#;Mx>@12s%@*@ zue#-yNAu;c6z=n}FopY&ppi3P&;JWn+OzK3hzn z1&K$Hy~$K{EXqhgIeW9#)-;REBnrjjlZOj9qxG|pw{C>>DZ$z>ds21<1i+D`WJ z{2s2$@zrE+5+lwY4$_s~7V$`ujyP`Ttz^8u8I8;G#Sq;5L;)<9ZgT;;SSHgh+Lb7p z|7E@x5Kl>%1PYa|f+U+(^{?6~twO>xmgn@hbnuD>ZbT0GgGkoN^@J;l!V6EY{4LR! z%;hv|oB4VdQRj^0vwI@TPof)1ZT^4$T#}+Ee$1zlg)jWV&#r0FG->6nr^U3N{n=0J z2K;B=_b+y{8*6KgTPmCge&FAJ|Hil{KlN$TaBWXRGuTnJ%l`DVr+gMI{#(E0>lHfc z^+I;C2)O^+ulbg`I=uLWzc!55RvB8BN>xSy?V*O-Zo1l8b)swR5slq$wqE<;c7vcc zu*_O7jUrdiW}w@!*|d6~%2bu{gX^0LdaIq%iyu9$QEmU z1wd-v6PTOOiba9dS*7GA0fpT^1Tnqhd4;^(LK~i6u@oV14S|)JBDrWjVox3&ig{EN zlZcd8D(8i5Z1o|^VR+FGC@VWR;LKjZtsBav9-MI_!LMj!ofVYz#1_k2=iqml zg8&5Q!CGoxKD8bg7RpQYmShT~!gJciUCG83tEi+UNRo_-F4TOPD5)GExm-fGuncSZ z*ImwS6%(_PgmN*?scV_1#=~twx+_QTqlCx~^QmR9dSM&D6s1p2_K&4s-KjKKSurA^B?Dz351$ur;Vrj(|hQsY^<*9#ov_xJU| zTxp;IGc$kz^^Z75O)r5T5&6_cx5tWBVwSE(Mdynlhvp4 z2c40Pm!7)m$_;=exLEX3K84Z@pAnl%O8N@yms6u>V;;+w&?Ko_g_d_V{Q_BK#CWmg z3tbSczvOaI^26TOCy#-g1`)%PPjq0DbyG#> zB6l+rF-b`@s@5Cl>S>xgprx^7uDrfB<5GK5Z8k^U?sR{c)eak{{gzJGKqqZGy+wr9 z&BMly^A7t-?QAa+L+V#?Mb zyHoKJFBlW-PpeTP--9HEFNMpDkXG(e^2I1)V(DLV84ljkNXPP&GliTsjex*$VR}UR zed5jMIR_cK%+rxE#3UkK@ttR(Wq>G%6_h2$L}KDE!Q|pWDxN(v@_6<{RFtAUOjwx8 zQoeI$Byml|`m+L~TsEf!Q^B)bTNWI7F;7iiK!&2VJKexb<&q)1iI7#Xg1U^xXC$B3 zf|omY)90>~xeMhkz||!-CD|#^{epnTzY_Wj^pY;h#b$0Ez`Ni*}qu<csmXMJm(*7jts zz;Ctr`4|2=X!V0X^1asf27J}kl~vpQ=KFs5*)Z!bc*YmBbB6%+-puVrxy_`frJ~`d z|DS*3Y^7^swEDL{|I->eKtgAgv6b1@b_U&5ThKewCkxlp@4xoY^soM{-)I(X4igOBYyapK?z+?Ns@dZ0@$J>@POYn}BLL*ZDV|q)K(y-skXNxl zoamyoCy$5#@)8kG@%0mFtqA}@+6E2@jd+C%gqIpKz#^Z~nzoh$R~*GT+0L{`Dn0At zuHxV@@&-GmtRR?g`xrQe3KNlOTe8pT|I`iu@auu%5*`t0hBcoIvIP0`Sb@<1seA?+ z3Ak{kG7N-;p-mNJmn1g4mhZAQN)viwwh|?w`Llwoi=Q*+Ts(MgL!)oWglCpW#it03 zXOR9rKWm8MpQQ&>undcVxnpahtHjgZ`6)3NSx~ui1nUm1VEE?N)_%er?SFBT&M#eR zkuG+;#DPl>Qz6xt`jCC9_eJF8GOS>C<--CkxE<5>Ol_ih-P}zoxBi)sVs+^fE%7du zWzIDC+#lkOCpAsssnq220pqc_(7zj~%W02|#@pE9P`~77|I4%o)8JAKKli*BnYy{{ z9jfYUzxEreP967SZPYh?^S3q4Jlv{p_39UY{)OPsY&Iuzc=4}3|H_X??CsF}%O81; z*(-ILdwu%*?Uje5H?PD4$#JE5!X?3N0lY8yMAtZ%lB zIau8K+17R*D>MdXuq|9w`bcgwPvosy_Eybf4c$^L9e6k6)cDQ_DzjW-_1} zwOr3=thG=0$cH4gPt&rJk9o*1 za6&Y|N%k>s8q~Cah0jz?Rwp)^2$D;=;)+V}&X3b_eHgA!<7~q_D^*ymPvyQkwgm+I z#!-O$N(ahEK6348l}%Q?ynAugiOVJ?5liAS=JJ^@(hO0_sodNhozx4ee3zj|AoPmD zRoy9ndQ;T`mom|J0f66Uz*Gw1`saC7S$fh8n=CE97X)6cx9r?GX<&krtE!Z=P?siY>4vw1l?v8q>Hr0GY?X3E{-}xP=x7r>5(La3l((Yg; z>!w;Q2wS@xI@>8)4xKZ!?KbXkus{&ru7Z$a5{&7(D8_M%cN7RpMFLRra+18sG;h>P z8{Y&B1StR^Oa%E21DKaDfH;I+4rp<c$?-DE_lhJJ7EyA915e9yGa?UBq6e9ZU#XV!)R{Ov{|Yb zFGxtqOe%>_3YnbxDAQRCRur!Bo>=YKgfch_a~hh=<#X+nL=Pg_B#0O7vh|itKluLl zX;C}x|MV|jH#oQSjjidb$NPNvy()JPuka85@U1|`fo_~1y!nBD_Y*`zZQK9*8=s|5 zZfSR&pTYM}`hsT|oF-fU+JAa}-8S>o1ME)N-~U4%YTVS`8{YD#Z#&K{R`Y4HYFrki z+4bYCd)`OG)L^9=Hw@$C+7p_sKb$5HW*M60q=)yrN7ZUFrZuhqApQQvIlr`U4d40f z@9j1_(>euL|KJC{%b=|^s%EC4Hm80|jUsn!l_6Kr1P2Gne6JEa1iW%3+>AwXZZer* z;FXFDX~GIeJY(QVhjOLOaiulEtU9Pv5@<02S59=rqL?NU`IW@sJI0YO@{tL%F>Tz9 z$;`Z=K1xoiRzP^}&AB8N<>!Oo>i0Abg1vuUwB{Ac;mq zX9d!fMoLzkD-b$#6WT%Ag`4WfY{+w+ash;J1d5*^E?#cz(&sLL+MO$iQ>~fy=q+VT zl4y566#R4T2|$|5J!_Ln7D#=A@;mWveo?0Ij3{0@bC+0q+0D3-Q@jf=3!PLFIh4d+ z62@O=f|RqnKw_MQ=mA}-S#aaR=bSA7Ig%{(2}LU?dI#dUVwe*2B!-JVWv?*geVEm8 z8xgcp7%mfr!Erl)qXjlSQ# zA4-ie2n)KqKkVMixHltp{ z>s~-Z2fK#0?F?o?WtF;`(6w6AJ??%FwKS*s2$io!w`|e0}!Gg-UBX} z8YjLyrNxb*HlKE(6H$1Jf>b98Gitz1gHOBNeVTs5c)TuRB1z01#z{LDw~dqc@xA3f zi6SO1;2w6eVMX?}o&#TB;dj9lq?QZm$+KBZ+@ ztM>o-hr~)v$s1|jn9O9bFa@!g7csGUr3iM(xk?5MMKMMWM8UAL4oNsmY(w#X2#sBO zm}LDo@G}|Oz*dQKdE~NTj48j;ZIo@JD9rT;{42)o+<2eMTQ<(@Jj#(0-!CyQaWC1e z*bLK42_)antJj+VZym50eXw^Wrr)JtvOZ$l&O7C0)?G&A)l zx6?;uy&lMJywRH)Z0Gx-g-&U=oz)RqKM&h>--5fI#!Us|rfoW%fJX{FfG1SJSYrH% znBMymUY?K)uJ@j&ujD`puMY?a(z}{sl8=&H%4Q+vOZaAp?!)Pwk)Aj=#&7FjC<`eE zA_65;LgWX4H6R$Cuw#MS7N-Ov@QK+ug(&l~p_ej+D_Uc@$M{Z3@A*A~`4zZ1#wl*2}iqctMNOgu5g}$5-iPGu9ag7 z!Bol7R8m-n5}oC@%8X|41J*5q>Zh(7;fQ$4*N3^*RloI{#prr*v$e}ogMr3PW2J08 z`o+Q2(Dk%T*n+2>vaUA$a6|{X>U9mXZ|pK$ZL~%jq4MJf=+8IkYqhDhYFc9^m|-6L zViz|M%?+Nc!>KXG80Aon!_*#OXGhhUjTe8)LiUIML)` z-w_(L`t~$fgKF7q-R$OhGyvjNIN8*tpOir^j;TawG6icgfIjqaS0Zlch<$HLeLlztsx)`_sGZhZviK5Wm318 z8-swRxf_hqiHAr4sCeoio~@sRn%KumYMoC~5*>ooCkB(bA}aMe>qxK>sUBjxTynnr zRSZedZUGJnHG^$nZ&##eLEw5pzNq37eicNVnb@KdVbX4fkW1xnxWpC77SrD(xFUSb z!yU7jQcED+;6H$v)0l;QLP5_Zl9F!}3>fd(%#~+6N(h|>T;}2uG@mzg_7Q?9Syq%N zc#ez&85YXw)(c?%4?a2Fa(TjU1tP`VUBsI-X0#sM?0RSA6}4ghH?uT@q{Jj#wGByX zC;-Biuk zprM-F2uHgNop#*@{YLM%W}J;~jWJ#0y=&=+^;}_Hb)>4fcEeP4omcZ*+birVAUCNI zJBN3>{{u|#l~tx*ZXf?@u+Y_hR;HTlQnkzII%lhG+mEBG=>vB==XRY^$CjFYxL%GE z_+?Pv^$)&-R8?(SxUKBo|FduZ&Ld4b?WtP4!I^fdKiHh;8WUH2Y}A`dA5h+c>6TW)*~v^Iy~YzGG$<5ToFX3$S;$fHoBG&Lp;}c z$y&3y$-sYJtTZ@hCA00$t*`Kg%7-t*MjqZ38r(ql9l>XXTv*!FJAJYgiRbTF{H6jV zzv0Du+!&Ndzp~)zdAz`OJfmS1P|69yqT-Uf7t`AueMry_W8aal(J^K_2{1Wyq~L8jSBAbpbvDzwykj1$7(Wv z^2cwpW~8}QSJzXGecK)1@t5!MJ$9-Zb>(^@&>j|D&GnWB9Fg>uRj1oT4GzBFx&AM% zuk{hSL(^>N+28%_wrjN?)E@rHxBcxSj@#{WtW7`ftyjybZ|F)HRl#5_PD_`@i&K3m z?}vH%3xN0yl@wpEn&-p_<8|gCQ4FY3<`N*+3=o%q63+^xLvzCD5l}u(nvw&Aagq-Z zy^l+n0u7vi1d>yV1i)M6!o(zqq(e9s+H=a!^UE+}+IBT{Angrec#S(BKE|_YDZs_J zWFgH2FwhgM5+(V5>Ln%61SoM`NUIc95EK$)py*~~T`Y>LYA_R#YdmXFdW)%zmE(!= zKhDVJ-5}-qLQxK2jdo|sc?NFhb`%8bit9qB*9G!mmbHk17kE{8U1eRFqiL3|q=Qw2 zINqkrgbN=zhe^5Id7za@LrH89x%DWXGva-r+4{a<(5g;B>e)KYc(MU|1dw7ZDsmxZ z$HJFl0{jwvc_c2@kh;O*n#OBg28-Smg1u@{QY@CX74@8r6RgW!qVwVh#ou%O7k4jB ztzLXQ8Two-l5)GMjx`>(>M!2*)(KCvEJL@v@olfGv|WIfllikZy}I(I8fXFabzk!> zO{cf>d^niD{S{wVAK+w0ZTx?H{tGo!db2s;_)E`!Au6Y4O)$OVPu`{s4a>>R_?CCP z4LV14tEvk3=GLGW#C}n5wN!n*@e0(^Zwap5vez|0eeLz8xi+I7yUw0Y&~^=~Wn7R* zbK3<1&rP8nsp4;->a+=$)tjV?XSHY2_kBU?2pJ zdxF$rw(mqPoeL%a5U(oJ>qUQG?3EK1g8SyTYoNQ+Mc}`=A$#NfHn0{7w4|q#VcpEt)=(;E}YeKshxFerJmd= z(STy|@gmt5n>?rLE|9vW?f(yD006*|-5WJGp1g98eavH3Z;!2h?JHk<933sLT^#Jqm;a5w(O=W8c6!dg`Zv6hg}Fo? zBz_RYWgz^@Qz+D!mvuxV5k0!R=tHDj3Rz{(k9|P^Dj*>bTQ>Am7`UY6M1`e52IsKu zF_oWdm8+Q7$q; z;`_N}kPbt(VzSyBe9hA96_1N2k&8wn4@n+mH5Wg431@FCn!lG8oN5PD%4w zooR4MP?kLp;;ktFlmIO@DA`SdTTD`18wH#JXVjGLLn$e&VS?t1j41cXu(+hq4$Ja# zv@UK9FF&;UftP+#d8L#_-rUD*Vvo6)j6WCPqXth;8kre5Gw>(=S2yM3_Op7z80?LNQ&yr1@eaqOKwEVG{5dFK?hn+n{3 zHPp4!01nVnJ)Z9Sp&zFFvMl#gdf5zM+-$$~YrYBRsxf}Q)ZhHfZ_(bjofHy`<^N46Do=E^kY z%f9SOr(p!t;q5@4bCe?9A(45Ycz75jWB^WV#`!8rY7H@sBU6^St~_3xL-ZiBm)SUo zjA<6i*f6&eM>d6P#FWeT?|C0-5o9qMM#73?%(xLs;U+f}HYP+uLYo3)Wj-_E7(wPi zLcMc6Wh}dxz(IhJG){0^@bO%B6R%cw7*}Q4lUUa$gSJ(S#4GV3)t^i`rY>IUn1siI z(iM)~<&VfEt}A5fWW^HgVjnNy33n{QNnC`JcqE4)8c=qI7!|o~b_z*!QMQei?k2%pDe1Y`-?`?C7w^iIJCm_`_AWr3{8Zh}nn`!n_k729xu)N%xo+lX zf9H4A6P{{gCTf%#U9FBw4Ydd7U^=zlDRrOjO5>z=9=7i4o}F{Bs~jxoeM2X|fb-zn z(}>fg8r#2Gukq7I{v@!GTt9epbZRXnJqdx8R87kNj}A z#V`HqUv*M?+p4YhY7E;FD4FDpT||%rwYWvkdmmp24pEB3Y#Z;#L-N^3hHB$hx#%Sm z5ruaVq$o-NN6M-OA}9bO>kgZP1W!O=Cmn@Vm+@x;P6nJ5wk1T%ZFA9tl3oI7T!u>d zIM6(Q6;@q_Sw#}rGZIl-uvsYWb25ur7BP1@Ul6q=&|DdL@kJT|=1qz=q%$M_L0De$BC73NA;FfO!o^x##olXBiajp0*|E7qYE_N(AI=QVhMJ&+? z^XhNu$t52uIRUw6<^Bc%hs?!v9jVxgj_WQ(0$8XMA{Vy)a6B1H=vhMXGkb0CB zugUSb17=)wLU7e?A?2w9kym+2RBQvGGs@R;bu++Rge9p*=b|p#x|3UW!>x-<_&==U zeLQl9r$}_9cx3%dxc~mmmDm37|NU>7&>GjA6dtB(KEQW=?{{~Vg?(jBy)n~(-r9P( zUDro)y4l^UL)C0{29AsE$vV8%eGpx5VBVVEzym2)wbNp!2R!%zc1HA`8mp^D zjia}>2Qycd#w#^dC$POk0)w@l26GEsdtDn_nW6QY)Bdz=X4`;n+y=HzYpV2SL8nfq zvBi1O%LtXaQbwbqjfSyt0QK=&)%NPPBHwDQ`s5&9k_JjAJR`4x<`5@r?oNSIsKDoo z#XLip_RHf+v3B4ot58T{RJjr~%T5Lc){GRULBgrCN5xLkY$M{0!UfK++)Mh2@c~vt zjA#DxF(pcz;JQH>DeHGB#F-LI=(T=0b#%on328;qyYdkRG`l5IS1tTo3dr21Z>cYK9U#<68taOm^0pI z2B<*oa_rYG#`)LO);W}&8M)%I#QjSp&q}RZTNQ}lEswSmC8R*Cjc@77;JNf&>P7lX z5oT|AHWBu|jQ+)2=Q{B|!RAKQ39P0}hNL!`sS7ZJ>nnHA&YSwUhUBxS&MP931uY9y zrgxUcu~i#8DAc53GaF;wFe^R60x)|Vm9NRQr_F8}tCr@rRx~NNJ!^&c=B{KuJ$w|4XSP}ZL7gGjau{$ao%-qTy`hb>>R*Gb=9nwdE2?( z^%|PZ3~U;65F~=C03k&hQ(#I;6oy|)%)NUTqOI_g(}}#yGB7+Wo(!kEcpnc%;gBo4 zW#Pb-SWkL)115sm-St6BcnK&mPDQdqF%>LZ&?)lZMSm#H!{sa%3IjsiUrJMiUO;q0 zm=qOck&4h)Sn33%5yb@(Cz(WcM^++EYk6H~PE#`}UVC4k!cX8pEw_^_k^D$Kmjx0X z+)otWGC3DR+7)(V>Ma&5%M}E`VvOZt$o)%*iT5edv9?VY?d-*_NU%K{ zhp-HcixH3E>cJJ5QAUCrKT=9=xO1mg#9cYQ>7T-;C;C^<3P&wf73&Z!v6PDW2vPDp zWp~lHC@MdrgbUM(%5$(k=c}xCg%eV>6IU-jj%j@5t#wNMPMwT0tS5-VOl)lD$ zOIPh|N931&w{d8u4ry<(qH40^73w2(Fx1smt!Zq~yJnfTwHqeY^i4hAatd{(gR0O-V56fp2GI2N{hiP2l#Olim12DNxnMKgR$$u*un1|z1oe03Gmv_GNFyj1=|Iv3Ee>f=v+ohS5NBa-{-_M@O*|GKx zi4NBXsyr?P8ubGGc)D%d(fO&-M?;-k=Hp+z$5a~trJU2rF2POnWhzyZ=C}On$kRvK0K+myPkamW{jJCz_5qTfMLk54V z!DUJ#Hb*#&sK&yQB2E$3QQB6>Pk8cisY}#21O~_~M#*bpWyl0XdYDY1vm&GsK6CjN zV_x7uY<1Hn#fuUvcDT!mLmDb)Fzy@^%7NLCY#{1xIq9}vqnMvk;77gVV1AkY5 z!~fD5%`2O}Vk#D#6y>>9xy)4-I7g{-HNuNmZo-w7D^NmL>U>n&vzk*;IdF85DuL^l zur{CniKUuZsK}t2zw4j;^Ja3^4?}bP-QWFp+7_rJ~ydD;qak+x3vDLV_8uV$LCZ*iwfBdedr@0zuuy|FsL$lCf z3+AXztF%&<(2t<~pepa`#*psa45QKASYhYJ-s=`gH^u@P<)^XR7*A@j%XX-i-8d|` zo6zqp^;<;;+t$@E(^gO5ajG5J%DL$yAAbMLnUd?c!Vwy!{8PsJtaI;y5R`Me3ldxMieC}|YE`sQpImk{4%8Oaz3uDhW zG5waNmsZV|e1bHZvaeYF$YMq*RhzXbC=2l`Zz%4v$iQ_YuZm&LYfGgPu1jUz%-ViA zCvm2$MHNtf=knQ3h^w(2mHl4xc*U;tQ|x@mz)ZPtq77E{7ql1Et_ZmJIj=e0SWPEf z%;lcBBNsZG=)6-#haZmrA_7_RdxL29hswi1^>(SLA~#Hvcik3o^i-+YJL_-l@GzLF ztH~}f+j*%PoR^)(19VqToxthJ)PC+wy-~wF_`2D6yI4E7rkm)9u3c(sT;ps%Rc6$) zbK8v?kABywYc$;)%e-;vX95vnCW}C#P99JdYlOTG zMmmk0TSeYTm!X!z4?+Npi(tqDszNb1zU9{y1lSAv{5%MI7A##(l5+nc{}y}dnEmlW z+TV6VkVfS*%&+vdG#=9VP4SvMvnd+jv}-DZAf@eIazafi6kXCfVN#@NVs2l6C``6K z{iIx9Dt_ZxY#<9Kvbg!RHRZCHE|&I^WHE_};zltd(kfHBTYy^N`PsALYv4LUxu;@H zId?~R8y7GE3oel?cnRS}6}e~v)PhhfekBm(r_zCWLVg&&^GFJB;7pDs4YVR|J?>ew z&($QcppX|KP3g%MaF%7u2FhD3?HA}@QF^gv`7Kse{*?90pW^9kB9gvILe_Z7j(6Fq zPyM2&0qxWgU;K;Dn{c|3AH|Xzwc~6 zDCdUSfSRw&;&nY^)xvTD@V43?+`-J6nyIeP8@0^adQxsQszP1+D>zP0E#S-+p74mr z;t8umr*6?BANv^9nz>e5cVF6tTip=i1UJJ zQyzq)Qa}h;Y}d!+ZV)--L;aXbkw`v!Q$j{kP6B>GU`z}r7L_^>ZTedHkR6XyS;<9F zh!=wdqnxf~U{1tw72HH=7tX6LUZ`9$QLe{H)UG}xmnTpLT{xvat2Bk4Ql=Po?5ww)k-@Fm?0Tn+@8J z`H+v$2YC9^KH2-mo5@vM+~^&cCx6MO^sRpO5C7A{E!9@OF_v^is`|kn{gG*7@3Fn7 z1~O{#zH6N8>-wJezBMoX-Rk#?JmT4k6(<7f1^JBDmoT~E$*dCbi_F*ho>qpW|HoT# zXSYBKBaT=z?M2?b4}4&p#L{lCDoj0zVTTBTKZk_;0_ zqqvo>l>epjNjg(g*}s5XIJE*G+7iW*Nhkm;*9yr85p-o{T{L4{^Enz~rb^tpslpXV zmu0g{l!sP!SvWnir|Aoq!LzyxLtG9`mW`F56n&A?o9lW@V3UuF`F_^fBwPX!1ro9- zfVfEcr^pB7SAyr!UC9=c6CTP|Ny-TWsPmE-6D>S zJB@?eX#i)c?L3mLz&HNN^@~OJ&Tgdv6Iy)z$6mzTJS?+y-i=ovlxMwXvS)s7{Tq)OD?zZD*I; zjo!gTLvQEW&WcX0x%=VnQP=&CiH`N_JdyyDnuu=7&DnEw}6Z|sq)k{#7sWp;hAG6nJM681^KCbIL4`% z7%8gbZj1XXt9ABZ=!>-W$e~ltQ%TaGn4e1rBp2#^^C#b56}|ytM3y)bnAE&L>}U`3 zkd@Oxl;v5_5|1-2=n|Y+Zz!a7iIP^~JS0lfVSBO{D55juN2F&W=H$+r5#1*~Ca~b6 zu<%JL*Hkk%;w@29a^qr0?|f0RXf@Oq9!#Z?l}_9eW5s=5i9*yVTn|;*7m$?*^}L`R z!SvCJ>&!ns9XKU$1*WVXAi?-F9e9I;7gb?C2RQye+-F;cz=}s}=D>=&I2ly70ssKM z^#pi}+S}@S16w~%6+u<0p|fgf#^&hy$xPcy;lX#HrjgJrZq`6f&x^;lspkPLv^7|2 z?EnrZGHx@C8WAdY8Z0$q>#l|qbsgeRc^b@Sx7CN~q_Nhus{As0oT^iUUeDWp12CzL z84wqB3vhwHYU-u;6}m%f8a)`iLWJ8Rv<>z1u-n0WTGVa_dOOv})@kiptlb1!&$v`- zaeG@i6*&R*t9+vs5dmgCri5{<$pfTUo<>pRIUE(#5_z7D!nv0|J-Qs#De#u?5y};>fsnjXvOtC6Qn&Hu;1XM~071|<=N|EUlQYC5Py|#j`w+7`n2O6`6TD0NKJ3Vp%Zx zCQvcyfDfNZD>~n&a5u zYhU$B?XA|W+9_}}pSEv!)hhw%=U)7hs&z0_I~ttX8^Ra-%FomX`!&z}do_`BJKLz) z(T;{^KJ%*@-~8F>aN1aX?e*C7t+BR#Z-3m3?O(q8?GWCQ!{A0@cX^uI3v*xuAii@P z#Ha$05{U_2Fc(IoI2(urn6{65&u^cNZzGD9Hl1)8{(2wNnx5wdxiBWO09rt$ze6+e z#joBcq|Tkl#ejPklPPSPfe6TZ06;{=`HX0#vc*dYwme^)qh1MKDZoq+N^IJTS+>Gt zT=3z!-FzoyDkL79uk24cj(F2rk2M@Iy|}u?N|<4Zq8Ur=Cff?hzCvCI9hsBrk+73c z5P(A&%q&7tdBK8sIpw}C7vy%hvPcmXw-b;el!UD-%PdQOGnEVy1u~1SgLse)D&_}q zO_yvFf%D~MZNaXlPOZW_N%RT`SM8QJ*OW`Bj*k~yztmzPaK*sHZDEUx(~3lwnL(n) zga}eZG5u2x{HoFQklf*uYi1US%CRhS;i2NL+~6Y32gDh*bdlsZaV41Z!YJh|R?UK# zqzUtNF$=&GD~0sNPY0lp2IW+@T$3Ml=e@1R zd9x$By|J%<^&jd5PNzjx{uOWfP49H&=ZzhI`KMp3>g71-R=MZ?$Dgs|?o@SGb^lG@ z__dq)XdHUoe&x4*y{Yy+of=q9?|SEC+@yVN?RfnT4GR+1xPfG_A}}Q;5NGJZfECN3 zC`x~fkbGQ~p9f0Hcm%GPkx3aB%u2&}1KAr7xDeq4g|X)p1m>0`T?{f1!IDyvHra{z zLZW~JdHDH+`y_xGixz|oBUc~kOWPd6p)funwO|#Ko)f9LO#a1KAU+K7`3_w$YbcTO z+~Qrdfva1>K;;<%SaCQTiX5Hh73NL{7x`{bCK`@(2I$Ota5g7AC zbvj-I3u^gUDlgulWCT$rcQtO5a;@tDEq;ss!ukdj8Qt?f72bnjDA=YZ}}`{FC>FeG8H_UBv_Kv=A0G~#m{aPIUSxQ>$Xq1? zfYH&UmV+8z_`>H-01NaQwLR2Lr4+Oc5cC!d)G$+fwW)2p+ZgaP?YvTc<5~nXr*Szp zwr`;8t)EP9VV>)u8fR}S97zq6CFmB|1I&}DmBH=i7Sc#H+Uv!bsyD9IP$M~qvt25+ z8?-mZcem?NjZIgfGyODRRc#cFvsO4)Z8f9P<2AVo^)f1B>P@A*I$2UQEsed^w^Kb> zr@9vHVLNWF>G)wEa&OKOM;PJ(L8(`*lHc)}OOdbiT(9#7Lb#y8_e; z1YIfyd9cezsKk*=pED^*eh#iOoEOQXoA2h&Irm6Ve3>6-^`76CiM)%g{GXG$;uT&H zg*6RQ<)Ug(Nw=K%6-^ztb;V#hs$GL&psUB6I_02I*d{kGOX$|xKs z^1Eg^4!Y4b)RXnFvCYX; zp(ZohcH?{9(V~>TCfqg42-DWV^gCv0w|elE znRd7Cu1s6+ns@#AySCVLTWhJE`r(5gc&~Y{m!o;x+umwx+)%YBw^3#p2ZuEJW~1$b zetWx}0B-G<&;In!>a}iac;0{bsbsa;StfZt+>MySh;RplM(3Zm%yGERdmJZX3BbVsBK*xD$ zS#o}iSPggVKuW$?)9 zxid?iyRxn+V`^w9!>THXmpn=$LMqBsZmKjbst+e+a0`jg$v)(Y0OomiXkhkGbrzP7d+4K8 z1&f2jg!t#WV`UJCUCWSBk&%fOE+U)&cj9;qO!rl$nn+lsvg`^y{_xs@Yudzj#hwE;S z{tw>q*6j@a#@^EJ*Xd>1cs$n1ET`i%R8Ak%eINFL-ukwK`PgDp|M{Q3c?MFaUa3uw zM1Im_qlX}jEW~H9 z4Duo(K+M^R8)vZ~Fz$v?Bz}DXMv+@PXt=KDLU_r4N-IvQe-jcC5!uB~vmK^+Sv-Lv zDzuF}=Wj6qd{J4#V(t!bA(U=I#tyMdx9Hm?vz1VCg*n28rI*}ZLYU;nK(6TA?-TZ= zaEPxT&M(@zd%rT;lIJ$ea}*Drs3&a>JOd zZ>=b~NW&d&!P&scp02*1H+rF8X?e&QwKq#)wi0RJb36ovL}wydhq%00mXa)Z(&3^c zw_36sZ@3dt0uZ56pk^6UlzrSP4{p@q(E-7@22KkO0cE5EPJaRl1@{+s@n z#RiZ4M?dbP!JApn8kIS9zw?@xsoEK@9{%XZ)sPK%`U-Gt$>@5SyjBMP`ZK=x7hdqQ_kPHOoN61QS&h~LnU2))&))RT z?cLv>l-~}vx1ekAYTEbppSaWg@AIHtGcHp_aO&WyZ|2Rldc(W^*e!iyx|3bD&@Hp` z+i4o=T{nIDQ@*&FXxc2zQIEBM!SjCRkq^Ch;rR%7V7UwC4_A_cdFJNDJHH{*5Tr*Yzry-Y2&+odbX~lifs0p%W)Y1OXhZ;D7dtO@80Tqr zz<@`v%2SFuGvqKUM7lJ|rR-T^GI?GKFRV>DC7KKf2bOu=i0A-QbpcIQOcnGOKETRk zkVMTgqYe4lizY39$(oo~4X#0X=dEUV+ zmY2$iK%y{jVu@-Y6~%H^VPXpUVkgqNgkZk_OX)*If!SC(%4nI zrS97U&`u4Dd)3Qc|ER}(r1CSgb$xq2>8i!4ZmU=P&MQ9Z(I0c7L)WMQ8z2KCwf_2L zuYS`fe)`9mUXdObw`&M&cdX`Hzxg}=d4QRYs@uEeHt1b#rrP_?8*68pv8uX>P8-5m zb%=kqDASLso&CHuwc1PvpvJWt-g#;ijJG?5hlO?q7Mft$Q}tKVsCSh*R!+|qxUH&= z?QU;Rx4UK>XODWRvF^$3LeI(bvb+?Y5Fsj0euY5*e555XNHFh`hUfJfS<vjKmZEFB{*869cR4w76SO>21TSK2xkvsX)9Cz&P&#%pOfRPVMEs&~4QwLALBwelX*g3>N!sUh zkBxnyxdErod}wJ45JaGtALQ~VuK~l)sS-Qf9)dyKT;0(@E^V05T ziyzq=*TfJZC{$UMq#MFCMh*inUgl{$03bw_8W+|$<>c{_D_oQ(!C@Zv6wR@^Wt2(J zr$8r3W~wrkj;czTS$Du%U>Q1t+JuqOcjtjpt4Eo}#-(q7`DYyl1+j&E;wnHM`n4t(vNv^>kXM9X9jUF3#4~rrJ8Mh%{}er(Jt%@Pkw1 z0InVmIQa(W-q&XF(`mf5Sq`@vKbU!G{q6*_X+|}emfGG7jjVX+zd1BH)xGgq#NIPI8}Cm4GbPKa*%Ld1K-59xEKfJ;R%mq!x>I(Ci37R zJyz`UiEBG@5+g_r7eN5>L~IhG*vIfDw-PO0+=a=*oB@!@lP+GiH+(Fw&}%^O41ToipzP zISS-D6SN7hgA$NYIkC>BQ(~B$_!r=nuo7i7lwm)4l&PNJE~dB#05F~1E>I&oFoIDD zScNlK(6LH@$PpEcV(Ybni#WJN+JRfhZa@K)1&K^T6tFlqN0jHB6KwM^u&qQnuz46V zzxknPz{FsZUs;PkP(Y*i3K&SmQShKI*_1**7NxS;K4|(w3+oc{HZ3+9g zzwRxFhFo23m&2jjZX8WG`QB|2RZIQw#ZUUO`PR|gh5?%wzVN3X@sJM^vKDQ?4IWw0 zsEhkPWg-TWG88U*c8^IO>@O5_HBK^LkX}b#iWD#+GU8@pqi+a>st6LrMN0F90N}m% zjuvaJ^F(p;AA_NYYY74{D~tgsgK?~t*8%0p%dj8@<8c^51m*fqkkSd~ALNrfvuBW= zglK8kK^tGm>x@KRRJyvC!Ap)z{vJcwHLyizrsz;wZ?;PCrY=d?6y7>qYFNID`pxgSwKe`^{JweALm$<^qzVQ8W&W1wHdT;TyOP5?)yOFtM;n@!`Ht>~a`x1I_R~Mp zcm&`6+zWs5;Sc`6QZ(cL`Cu@1%0NcVkVcn%KU!%>W_B;@4dUi@&{G~*p48sOX%q}D`D`O4YV6po%f zE;7HAc~P)PvQCh}t28q+NI*-nmL$UN71BUvWkfO**JaZ=Yb}+C2zbt3E-xyBhBZj7 z=$Et<7MYt63Lh#;J`ryv<68M|}?oAI!v8SvtNdslynZf+Y zrf?l_6ck0U4NpYIXEUDYIDb+o{w3s#wBx$690!$9w}zP;IB|Zta8d=3@54KUar~pBqLe)}5CU0A$4zdan>) z`G&vfI;^G!D@|&7_#-~LuKSbMuXy=u)n)`VNZ_aXF^_))-ZoUz8-Dk7)H!vuUeSQ& z<392+O5-(7Z~0%ZShkfNt!*~mAO6}CKAq6+JN+9k`7eH_m)o_y<^2h_U=H=6Q@60& znQFGwY+%%5*TZ$A+P=~4?36dNBXX+QE^4yAQ3EztdU0U?3GbFe0bfXj6xg!}aP>U5EoAY$kwPqhD4EoA=#cg~q8g=;j?0%}SSlLoU#-}T zHK$84s$;vhis&SK5dV|9CV`K{Q&N@EpcPa|I25;qsm;M+@d%0^RH~m0;AH5;5v`yt z8*<4NX{=JXTv)Q`6rZi3&Rj^@JfZNIm|1L5IDa02;LMcZ`XAYs#9KMzn6E^5Q){!m zVg#bRZ~;VviA*d_sT4$!bP-RHh|*BVUJ6l?O0Lp;xpASiARK{E;yidoK^3>ewHLX; zb4z`m;7x#-@T#n3^;2|%jR(W7j9CR|h`fm3*o!!y+LjV3-7!c6r!MF67kmOSGa9oy z@c_eOq|)dLzvlddiMxCV6c*qCvdbu(87udC+rHOq!zgsM?AO$*k> zOv3mkQ_CivR6O)DaSDWdVBr(->)@o!1qDggJSML>L5OVVg>{v_3P#)$K$9XE1_z(( z%W?t;=rd-DAucUoqAW!u$X%o`56>s@28~jjQYfU7CppsOImaO?rL3|)Tu5C=Zz`r< zcoU^FA5?{y&a=c|(M>s2;ck%wgUr6f7odx3R}v6g%4$YAbS-m`!hbAsGN~@Pswess zX|A4IkpzX>h1Wyg$I;|yGFZ2B%bU5tc$j@Uw&E+ZzWNj%G^GVZsaoLOJPdxR1tL_K zA1xBp65l~4$cU0~hlBl7TJt>TY#;$i%DJU9U5vNo zW))%9B|j5OGF!z63Ew8MFc7F9r8+`Z4#Im@5EKv)<~e^c%NRN%R9;e)E?_heE7S~4 zMO|jGPF~I$?NDKUry9HXK>#S8q(~Vrg{A^3=?o$wB8DRrF$w{ncaf~6WF-qs)IuS| zYz{Hmb1@8oN9-vi=jB>$x4xf!Jq_Ns+&HMDs>9Ue90o zbze=U!4v$8=R5}$R#2;rrW5$B-QwtGoK1Dr!u6rPwH@ax{lNP?sx|7g41fHFH+koG zMon87<8Wh-!-UjU&8)~z z(0TgA&wN7V_26;a;;F~q`t4uyzCy3D8b{Z)xcGju4Q!M-4cOJ=X@U=Z&x2X%`(>rcnF~StxlFsPJTgAT5_=#^v!5ArMDUp~uN* zT>0kbpEAutOuxipPGH7YMkK=r$pc`cuo}8J5MlZ=r^I7G>_fJBZ8K9J6W`8+MR@M~ zcNP0)Im{0hesp9rN2_d0vxUH-IZF0g#PO^6CQXbbj7L-%a-a}7S=;$1g$_~t(@IML znh^K8tcgtgfwWp3U?mt#e=%54$W3G*6>cJf7YU`5btJjT%9L1FqKMEhIe20w>>^_d zaw8LnvI>+*^`aysaY13nvO=aIE{p@uzhw%&M-`S}vp5wx$$Tn)l_yISc$gT<{vVWm zF9at0u&Y_8RJoW)2JTn9@~StyquO+}8&P$$nUpuCpLDIOyWgv&iL}yVd(d?I_@`#l z4%M^1`ENsqcsNx%-BR;?Kk$QYnCpGrpJ1nzU1n$imTHDmW3PPe?*FiRS#NOAogqN| zrnkKo&6R^|H6DRns|*^AkNNmdz1Bq4Vds61Fk02sEq1W6zCAVl2!{ogn<}k#m8%xq zj%K$}pZJ-dTF)M)rn2VR*0dQu_3@wCnhE{vY1#FM%6UgE($3TDVSL(?o)LIN;ml}C zZ*Pt1w{VN{2MCZL9_1Wvc_Q!QLPs8gP>1Iv9)y3mCWuw@FhHy%XYYtY9w7b4RIpz{ zLLNPjbgVL#1kVpJ5wSUb6KtZDayJ2r|I+^nvKuEJ3sR^f`)D*k7bQc9r;b?ET80;N%Fg(|kCFw`80SBT-N zQW&U0*<5%~L9CkpOJv3e6)MeSW9XOSo`y#N6{MO`h3{9UEaARwh;N+Bpn_`#7#9HuBEii4ZHxQD?zx-!DX zLhK8KkOyO3fS83X;A^CfeKMAfFfT|5pb{BbnX=cHEj0Vn$VyQ=9LAT^5+ zWE}u;zZ07uNY*Fn8kNt->LQ6G4zDj7OVMV2!!=(;5sb1xusveJlUEYy5&y32PiP`K zk*VW6n(1$>fdWq%9U=ElnoCiV`^7xomp@pO{!bEd30aBD08bv?^H|Q5&QD9>oWV1+` z6>AVEIbrF3{()&bLALEA@{+uPjF&H_=&ba=Vx>qtVUQ0a5Ym#V5`qtB-$L*JV*OcC z;u}1sEZ4%BD=JP0j)|;prj2vE+%4v6X482Dz-}$3uVT89=LSeDK+lW#+1V86nfCv2 zdW4;M?p_4f6fZ`Tp=53f00C6=7Xr4ETf7=59Tzatis5Os2}6&r{@bD)`L6awpW?mkdk25%|- z&5{Nv=E#!~U{z%yNroc(XBasg<3|utQ_R7NI6G?ww_fByxXM%v&f`cS+H&@ve|j$q z3r*(;D@R&u=oAEi92;QpkRuoAqg-VwOo>s6Yn-78Jt81TZ#1Jg<;(7d*!>*p^HGOO zrU*O5S|UrpS;;DX7rPTVXO_hk+2y|TlEu| z9cX}MZqbtIaDaIWR^eV%lWui?nEDUsDhq=?w$AKe9<6CM8yN6(t&GvLpRLo?&Mzll zH|}aymb?b-muuXbVc0a_FnX9NO6*7#8=IxP)O4oB5k zS~hdz+ohj%MQ#JT5nMZ|Q3C*YpEMtmo+pcs0Dhf*q>^WAPzb#D0=fuDpc7-Cw09Ke zLXweBf07R)y_@)87E^(<$l@lfDgwsM^;Fc6@yM6eOaG8(p3ihJ9FHmHuEqMEn*m7qlXCcq zr-(T1mai~1$)G3bBM+#Afr|bgq5jSBCD~f>>RJyb`KprEDn*F!wSwFMlSFMH0u30sDWs#w0aD&~mLQ z4Rb-*A*msqkyLt1JcW;`36Zx)wlI*J=lHCoJdb$zDU?0V{1Nw8bdR~l-IoQD@y%8k z3*o%ecmqH^Ri}1pNX>3)Pue%lscAIA?5?{_YheMuhvld?wpsMGL-HH+gtaozk0%4_ z(C)OoCR1O59v3s%sa47q#_wuBRKB)by>&3xwf4;|RNBnCQghwRqkY+b|3!_x zucrx?xmTM?4Hlc@RI81!n4nI;NRTW{(!5k-%3$#j0Ak9QLYZ+2V8*K``JEM< zt&8+!ELSm83X~G997`pmpjHsdARqZCJSjFmV%QQZ@~CAt#a<$_kcV1f@l;}6>O>ww z4B1EaJrY%HgH#*>rLq-_%#`$G4g-K_3onZ+(=E^m1zVDqu>8fsiS#q8E^0Wtm_C$d zMg`A{5~7MShAq4bVRHqDr9n%xwgnxL9eE@f0T88b7MUk8IZVV!z0BM2QGzo?P`K(J zodHasoRYT@eXH#1VJ?oW!I?-=C#EVX4RDUSVh|R=FQvFqs6J6_pQ#enBE$?wvS(O; zoRo$$u7`iG@woB2ubQUSOI3TLZ@>G`+|WY@{W97?jc|O29ow<{?jQT-Tdnly2TM+! z4&&~Je&`1c?rKmTcg~!qv2xHhc-;=FYv@gHfBUAv$yNSXt7@{odCMREp`Gb>U;g`Q zwz}1gJ=)*=-Tw~MF4}sJ20KG@4^7*&y2fRo`Bc%|b;@09t?6ppE_#OJaO|L4l=-#a z{B=?Xp1e^Mj8lflO!gLv6m8(R6nGHhy;73%xCf%A`S7i$>5!jeM*DH zPM8ogqEtq*2!%XInWQ`l#DW#ZG9>_^=s3yii4WYd{F6jOK{it71-oc+aa?*E4eDH3JU@+xJWVyc`_}vD`_ZzlPy5vShONh`Okp4=u2?{*ZktkqABDq zC(A%t^|CCbU>ALQYi9l@WL+>bGplpF!d5{(o2U`32x!hrCsNWtnx-s@dF(oiYE-pZ z=6O>qH6E`?nRnY6d)RGuy2JNe_ZppT0ib>M5B*c$`kMNU?|$O@zo+wHYCl@2I@^G& zHv=55jW*X64VA81ddr*txUpTe>nB(J<(u9*HRv`KD23Q)-L_~aHvn`_jhhArqq<>P zY~^)TZ{}fXU|Fhq(P|4l_;y^B_D*+|QS;$6Y?~b_f0z~S)CMLvG}CtQ)U@+F+ipwt z_RiI(szvYgxKs`;Ow&W|cTX9G$f$$lo}0{Pfb5zAKn|Zd+Xm@7t{+~Ho4A)2jIEqX zy8K8qC97Lh^k7YCs&MV=B&&XbL`sWC^E5;hcuHm>Ditz-vyx?(E*0SC3-gg2MoJ`R zbih@>X{N|6pvd?mi*-vwo| zLCK8s;mX%Ba+Ujy>vF(MgLN%2Ad7eLhS+FDq6jiB+@>f6kP=WCemE6>8z8*ie(>WTeyhj+ zYI^zqc%>B1WKR=|)*=_QkVl0zyYNA>g(ZLj_7Xzegn1xT1uu?~7{D|6!nCu2&Pn4E zxwb-gS<*;!m}N53l_e3ymu$bY@z1@9lRd?A82Olxi8Z`Lm@`8r$%z-F_sTU86B~m$ zX;vYTh%umu7AoA3LsMct6oZ}+E14w_E&v-Qo{o|;Pv!X2ss+Bc-b^OD2U)MtSu=Z#Faa%O#)|o1_ERR@F$+wwY9xk}RKhQhruVQr=3K^i<(`K!|5W!#E}gXPy_WM6;dsL-=ljN#YU2ymALw z6yxxybi$eFDMAeFF9E6GKpu-If4D9w)l_I`zAJ3bIcPxglG1~C_8n$}j(-zjo$U z^@tC7l+%r#j^n0M2H*Iy-*Z%9Gd%g}pO3>bd2kgpWAlQS{A`2OX{kTtLHDkWN3-pR z>#k96dfgveH0>T9{fI~5&>qyVQU0a>`}ZDlzk8-(l7djejm#`1TO*D(;H6k$GkA8K z=u9U?WBkZXo{`X-6_~9E7E^27GT+Rth-VOT_bBNUi%wK{(TQ}(MXWKOq)=2TyfGQW z@x^kB%$d~z7~^>DyhksJDS{wcfyQ5#cV zQqCT>0IECGT~blfyt2_*ta8<*gcoHK7AHsrenOIU#;ycw0(Htkfc4WWn&tH~UAX+< zMY%cSfS^%6m~A46Zf86|!H7Z}3)U1j<%uLLyJr?T$!?wp4nKvW;tgHRCLY(!U&))a z5}2|Rh0K*aVFqJb^&_|>OAB5I+De1Ny(Y<}#0t^GN_}fON|+pX+h}fZvN$;eZj%| zs@+i4+e1}vYU7aH$+Xo1YC`+4dptr_Gr3wf*WmEYZ~qIU{B^Is_;a2zR=OEAY$o*y zpZY1S-hKYlzeLYXb3o%adUvec_Nkxobi(d~ANFC2HeKzlu5q&M=pX&DALBcC+Ec#N zTiq|sM(sL%MSK0E&-@~??m-WEh}+=o?c`k7R!4#ldf125yXqqz{&2F@u6YiSC5f}cJih=WzQy^DbTK?0pTpb`P*Ncx5WD`wQ)vzZ_=-1{ z@OunmGkgP>oE*|H*+2vyQj$AQZc+IOq=8rrmWg8NB1ZJs9Q*I0!t?-8mNJZ83k&|4 zHmPc{PX4dBM*t9KjFN`M-g9Xx-aCMlXQ5bOQdNY^m+-%mk~BsDJc%fIM3TtNN$$J+ z$bJD}^f*$fq{kk_l`w(951vb49yR_6q5wrcNSRBwB!>Y+ze&naY9=^6f~EXOVuTlR z&0o*uN(^H$#F?Qa`wB@AF;Ba2Mfpl%dz9Gh_ZK=S8JYVjf`kwzd**LeJt4G0Mq)^e zn3O9?qfkHelorq@VP$5=8PL#0AOP=+9lU7*FSCzTJMG$yV}Y5xSU74MiyS6-jZ|eD z1Ps;j5fMv@Aq$SP7+F@sm7U4tCqoF4U`XZJV&w<97tDGB3X|nLCW*^HfaKH0<*bI@ zQ@AdP5gHNri~yOkK)^GEqmyr#$|NU1Og9cdE!Bby3H9p`0AL_Su(#>4C$=3Z0_qz9e4$Jhk zr+oUbX`2Nnocut>6OQ!}Z}+!%%FJq^p@xk%WM_0{qFPVWU`FFNl^%_6r+!oe!GMdM z#!aO?c?8=IRBxKewx~ws5lv+Qob7adaEA$Kn#r`v<53?s{eIy^E6H-lxCRJ7tg;om zmCDF34ku>0$X>bl50RR+On>@+n=}|#Z zU^gdZ!mK$`f*MK%6M?u&`a}ZO+>>)I$uUo3koQ5d`ADz_!FXoBn78o(+cF_?79oQVpVEC+v>Q(Et4PTOH!WJ3swj}n{@UCTreqGvu0t+H+1iNv`KLHLFkQ+h4nRI0 z%|rRfQ#M*L?n*X{MB^wqNi45Pawto2BC0eGVz^SyiEBxPrD##{e5lg+xmJK=w_C4n zw^W^`1-sVx=~%-^qiHA9qz11S9MwGdeeEsG6)NZu)fPIemeDm8lEW)C-oD zY9?r$f!$)7Ta{g)htpnfhiX#ZspZtpJGeDt>$)0DrFxoAzUrGA8b5Sco$OehmZozC zNNcyF5v{p`j+TnrnXnt`-3&yycw5&CE<;<7cBGS=>u%T3w9INbsHJUPH5jbs+;Pe_ zhy^P-NdUly)=5EF*+Bl9c$=2QOV3C=er7bYkTMx*adx^GY7580vQY|~3}TtpoMbj2 zLSSyN7H2nz|HE964PUv6I+K_7B&2$y`AM#GtT-uaA-;krPJK{RcJ zWJ91(6&j5kb;eRugTXKU<1)m7behXMRl_p0e9?T;4C(rMcC3WrIJRzvHwx1H5s z=4#Uu*jaCuscq(E-&U^esdA`qT_O1G*gxrWpE`TmEatd#&0v1vg)eZvs-1r5|Mkdr zo7-X`lCbZZ=nyJ%Dd?{gM|w|7cz3cMrPHgZ!=D+_rdLR9Q>V!o%zbvkH<#<&H8k~m6HMy zM9vz_{s}-n!8RjF@`F-Qy7&&cR1A_(Mr=*}NSz|qf+T0*v4q9zoIjH&9|876MR&4g zzrb7)f6s}}EJ-9YpV@?kKVm#CG_wk^06@GWNls?0A7ciS?0$lShyrQE2;@{y8ou+I zC0Aq*Ll4%AOLHH9N=^v`hdgGm8UhdlcDeaGd_*s>yi$B&I&v9UHJRk2kf-6 ze}$jqGznwOq&Cem zRWJOxpJ|$Uamv-+>v^#?IJh$7VN^{^u;>qd_y>>2Q@82*No`vCgFkxn#*VHtpZ94` zIaa%hj=Ba^U1z|Waq(vV)GvCXhOM#vbASGq^^Dziv~zu0^e2A8haMbV5x(LzuR0!E zwV%K*o_1gO#7~DS)p-9?KlS2H8S;bKHuLB{_@NK>(=zDx&)@V%xNTuM`uUbO$B+H6 zN2A`2%Kpx8|IY{A=N>5mva-524d(ffBHR0{6~csowP5L zicrc=@~X}ZR{kzZs(9LoT$IcX9j(`t3wE-A2j^ODJy=`c0*%i2000PKA(rej@$qbF zw*wW=^FE?zhxn(`Ub`Pp>~lxt3PX73FliKoySX&JLR-oZqcpF3iC z($kgZWGP8`xl0k@8pF=ioHamrCwGy;Y@hQ=OE?#fBozo3@D#;NL{>6HCFE(f^hVZ> zYl4$Ba4)k3TMq}`nepOtnJ1S9g$2C)eO>~RQ<}tv;>>8$QuY#ZX8_>!fBeo)@0TsP z9vkC6;gdee_<3^OOaJSCZ(CRz)RP*jyq1Bbu zlODlnoN=$l<8o!ZZJWiza-4TsA2&^7p~Zu9>PVHUjTw5=Rl}@zjh{{y{C2KRwejtO zJ*ZBD18XJdHTY|I;JxobDQ3Um1!oDCkd)Q_E+FI`d?Bem#Vlg^0A;g% zss6kUe$`HP2?25xl0p`gc2h`tO4bPh6L6G++3b^My3arixPHkI%%~@FO_|gTs|jMW zkzJeB6(`qQ{nBE)ICq~po_uX8hdj|=wj%L5p+0d3W#0w6Ap;WI)AP2>jzo6eUQAhdZg2zOrY2>HlAkv?16(p%4AHN(9sZ-Y z{gt_O1=G^`s_&rf=b@wOSj|fBy4&DuI1#AD?r&Kd>ucq!c_D4L^R44{LWP@I4;8lH zkMpqi0Eh?QU8!l>C_gSWY^LQzoq?%xdf9+Ed1@CjXzp>}7VP_N{k;77vhi-x^G>^E zsx9Dc1>lj)+*sGUt9EnpM?E!_ovy1^RbxlyEl=-ul`KdGl?t{nB9hoP8Kjt4#S@I_IU%9VtK#Ndm8kQXTIspK^; z0v)qbCqd7XDkPfARi>BhoPCH_ftHU29S~-j2mmQ5NGOMxIunJ6Guxqq$hZg?!ILqP zI|eDRT5CGnJEB$3*z0GV5@H>#2FQ|(&zUMFj^P}|BpXvNr|DBmGQrPE5QjLM(woz2 zVTdyB69@>4ZAkb?%tb;fS}qxeOd?N66rM{dJK;(e5~NjS#fRrR)^h=Qj#P`*B6U9Tn&x6h^FJg=cGTRD!78#de208i) z)m%20T%E`n3amn)qU#BAifEpzVx_=WD6oBI02G- za%E=N)!gV1R8!Q&{FiE}i?O3lfR}qlHdTyV{@B;k|#Qwx+f)b_>AqBOd)x=$qaRZ+z7sP19(! z8)4b_?PTWt*!0`Jc3U+WZ^)fytDE<0uFz0>W&i3gXTNxV)mFAA5gc8#nHN}O>_OmH@1V#D}_ z++Z$U&O(-cM#&rbkt24YUJ|TLPb3UZlDrZUmce9nkjcE9O)8dU@mvM~AWsTjQr<#z zxV#93nF!?d@Mm%>sw-5M1>l@kDR{*?hs>GK>>K{%T_5=V_paIswePQ|cfI$WSIy=? z%f~$GBb4uk3N@WJs(JaVUQ?^Z4aRnE)^m;2Tz3aG@0?xsH23}ku0FuRg56bD+0$(7 zU%lFHL+<|o z4*=u1pf;_V6gu*M@yBniyt+Od1K`Q=S&Oz9S16{Y{=e0|cf1wV)d0Ho^f~2TdRLSt zAQn`lC>9hI3yRolOf0cPqb8cFCbpjuj3^;de!S!&=#eZ~ z!6ziJlSwLj|21C^5U9$>JUUIu2>1AjS+jN~y}9kxEWTIU=$RWP&oMh=fb*BT$$HL>Hdr2RmejEdvsiMJ$qV zCh#Uy->B|qCSR0^43jXM&N7Fel;LB>nMjIBi3H?(?wC)=I+WrRK|F-|Eo4R0q!6AH z24^!pvtY%#-o3k!Y;0dXV)PENLCQ|-8!7~)NDuT#|6u-Sic=#91`>ig zQ7l(Q)2lUF%^qgevg|g}&`?ui$FH~A7_1I!(+}DwG8E|0psH7#dTf=|8b0#s!$(ay zQA14u#aDbyH;9U1WXD)5DI|)G4nJ1QHPr^<0}@>gLf?!-*C_e1qnGS*q$^Pv1{zT` zqXpxzRthRk6qVYez*J-6k$QV%l!GviHPm7fx<-YNsEz1VMUp`xak+eylnZ0wAw5Dd zljk5*T1aCcfOwM%Q?tBSQ2vlmz#7D{l)|I5H6xLJoPh(FI&O-W6F~^eC(|ob-31TN zngF|xK)REg4Mi~7q^;;Glj32*%ovf-Te(st%!JmAo=a9NwalH!TL=OG5$b9jIy=QY z08moXBe@kRt?Lj%U-HfwlczZ4F<}K3DX;+m0Ty`~t{8;`BPCcyAP~&iN*LYw`3m14 zE&?EoFzTL2iX9|H%DqA*8F*%tbkUbaJz!fasrUh@6Q|^3N@QXfK&cTQzsEG5I^;x8 zMIGU1Qi4-Ep)6qJ0V`Bu%5kpTX*WUFW1ht@OO}F!VC1|JFsUK}1A>CN3-czbXM_uk zfH2M^MCTrbN(GsDS5itFjUtSz;s}JGO;50O6R9M?1VmV4fwi>qB*sFjlEQLeDy8H` zsbp&#Pe=(Qw}B^4fMFp(VsSkWfO^Z!Nq(dWjcl!aPD~dF#axsXc%?3)iBV<*U=ZDj zGz;rNOjH2P)JPB+XaQ(O9EWI{By=htA?X^KoOX#%R4iaa_FzmGil8*M zq%Cqa9(l%4c%aadolA2C8ayPdDX(PALRX|~pCqM_QA;oz$p}+0P6pFHLgBKM3sMmD zo)ZxmGOtWC6%hooAS(Dps<7g=7l}FEn?lZhv`ZQH!({hs^(oZj7gcUP@itE%fT20RMVLc(`W6$OqxvIvaD z#oQ#%3vRPMR7BF=fSOVKRS8C_Ur-`)7+)Vwhe4*o>r{)@!X3ejH zQ(_z-vaJwD0q6*RIRg9{4L zkq1#IPu?<&skUj*Kx*f9*zEpKd4ct9Bhk)0g# zy<%vPhbnkMxFjrtmR+1IXA?UzIRqcwEpf!5rqNcctsO(6)4^0xI$FRGU#vt`gpe-< zED8dN=7UTP42VI3NLVvfoFdGD?Ec=OT&6C?fNHS0I~Ac=9AhiCz>+ahX8C=R%PKJv z2q?Lm%VZf$WQis=ux&Retb8mq=}5sn$xneuwyh|2C1o4aRMF{M%B1@b(Y!=nCNI1p zHugql5^3SQtU|N3G$P$L=T8hUpLcjLc16{??rMGwwd68hJ5Dm7Oq7kJ6rC~*mFp{x zws{6U!-QkL8H1(j&8{tZAQdX#RdwL3Kt_=KAp#aDh5d0aAksb@{UOf|%zJ9r zU(iR}iM<=t1rtLmCxCYaUJQnlofpx>#cbW^m$?zS@hAdbtynmI z$o4A!2o&4Iya?S46b6H97^UWz*frDt37+7cF%g+M;T2DHWyxAK#*{t*m(8n@C)Sr-(RUTZ&soOy;edi!zi0=1;h^&=EMc$@^ku3mv%4ObO;LxK&Hc6FF zb^p-D>jAqhO|N5WCl3w^X*jt5dxAxn0@z>eSC_B2Uczt5_i$AS5+igyQe+f_da;aU z5NTBK+_6O>3mU4XgE9!hSd@*8pRjh30BGsDgAHoAvB@q1891bO(5RO6Bww2XH>xG>*B)9SZ3^>DR8QHSGP;d?+CzhniM?yihm+OX zs>=96+m$*I`XT%py}230k9re#Cla>sx34V5iVR4s4r{$1I(YEx>};ELHLGQTDBKk# zWkxgIvL1+{p=#YNZulI-k2C!%tp%ttTn&)s7r!049;CuMP}j@ck&KgF<^PBTB0Z?= zAPm%7HL+2rj!k^<~q#=V^%bswJ=ToTh=CPQe6%I@~J-Lu4bqTiR$EbadfJ zRxmHXhHhw!CfXKf0xeq7xx->BEJW^yrh0VCHd$qGLeoyEy+D(o)=#TJW{A5EO_e@D zYBJ634gTaZ>`{@Cgpf1s28!CIgpDCGSd~RV)0gTn)C8Y4RmVpvUoW(ykLN4}W zD|{UFkfv!xw~e!l`8SRRjd z6T%Ezuun<>X!AS_YY-t(64G?tu1ZxaSbQies$ehG_zPRkWsgOxpk-CgjgJE|-(;g5 z-DC4gzF*=*Y%0Ww0T>qN-S$)8-EkRSax@b$n?sjd1qe|qF5h%WLO)Kj08i3n8(xGl2xY12VhG< z0OhL4za>&j$fA(;u^N4Z2&RQ5%Bj@Qv>Sz`Qpmy>&>YDj(Ho(BkcL5L9kF>6ASimW z0*M$3>jan?pDn(a0-)HKk*~#N^`MZ8;^!DcML6D?3ftJy1m1afabw3s$~h=y{&C(? zW^&%T_k(8$H8e|SA(x!v)1eEw#|&}E*pP&C{TWdy8l|G#geT1^@k-CD@8Zmag(jVZ z)BcHvSqQn?cHddx;tNL9motDciab|D#tth$VqOz%Pr|38MIqNm&hSGjUT%h`JuL*H zN{&z`H{yuRCf^H69md~-!C5daCtt_P(>wc0S{Q_AUN{bc2QNr`Lu7CxoLQ14UB!Ox z@7RWMPLxtBQ3=X~@Z52k*#>T;qGqa0lCC@zED6N}fT)e!oiNvg){IV)fXLl;(E<%b zgv8>p;+k2-wiF(H#?9{eHqliCO+EebC^Pb?Ia327nG5#)aXZH{W{X|7&bt}~SenUX zvds3Y5P_S7C?2(?>uGM@Xal-GrLW>Neyg>(fObZhtw6KF2`v?Fx#nR}uUX%jowJVa z^S62pL7@ZJh@2n|?0Jv_R*8}I&CESwvJH~;Q;*NZYE5tnlsUb#-2E?2gQ#d0lz`a! zcTw3LRCyS``9I(6=Wa^UHsF@p`KV%%`9UhNYwwR2{aDnpIx^xv7z|tR>sAsM@l&v! zu+ik8hT0OC4gdCYOHDjXRU!VMYPg3?Kbhp`k)?2vG?ML~R1u&hnHPg zBH}rXfI*E%AaB+?JtSuW{WvFtYcXq{NZMmW*{nnaXgm1*r)qh-ruWDp;8T{klqcPg zjhDJzl~@jDu+iz*&mx8yFfqa!t6G%p^=njuxV^S5LXQYPgrXrbioJViyVm05dE27( z)#Vu0Brkj}kWQ_?y>zNRc4}?~L)E`iIfbzR+x$WaOSJ@Xu^aBk&zmAPwp|)Q+KsfI zO72huafe#0wdA87&m7!h1m>0)g;9O*?KZ=4+~8;`w6`wEcYDgL8EG+*&43*z`5djg z#4dt9eG5h#Oq(v?#MKKAu#hUhW|a<+?o8LQz%(9m0G`cjV0KP!Vrr`vne-nJ*t1)oRc)qTc|T#Kv-JrQfRd=r-Z zO>@<=O`r^*_ZPx(H^q&tz3zAx&d}O6*#K8@DvSx!hoW_bSLHXI2BSeP*8yTgc-Dt~ zBD&WkFK8i;)p|Z+{vXgEGEZRdfBNO(g{68(KgE-O7syhOP}96&7lRqDa15l@Zq@lN zLL$|H%?zV(laNCL#x?A8TfFz{c1f9h0za@15MPI*#VnWP4nkKF&MEsE)Nxa)*SKsm zcWtpQtna3HOs`2zEKipQM_qn;^)Q5kon{VmWj&~7bqx@4uPB@*Md48a?_`w3{?QA< zTp~yfz690gnPBqOdf)T0*SJ{ezcT@rkEygk0%cOd}gd z%)|VhV`iCBnb2S@u3cEOf<6RRe3rb}7KUuN*o=%rkd($Kkw?o+$AE6O`m@b;nw>kh zc_xDO&KF^*$O82p;lP+JvkS92{~x&R7dS#bRkx@YMuf_{xl)^QV>`y8)-Dd(eah6g zX-C4g*vpiY>7AJbTRta3fhYMTXq(XOB($}MBc{KSm5a2jZ-%9BIqAU%@99mjMk@zgQ6DL~g(E1tE?fvX^)6-eg z^Pw_~3Rp3Em@3Wnnp$x}?QlKqaM}-x6@1%?3HX}MiWLayBKb$|a4YNpN~xl8-T9qV z{#${t`4fS9j+Oy}V}R&j#%kW7;}8L`QfKrzmQ2g0Ud%LfN@H3g5Dp!J*YLe1WccqH z7q&fvG=gc7sQn+3{L_z;vQ=VfN~9HV86`UqE*7*ZR@mcJPAeOwzi=}CSgk_kXxW~t zLDF&+4@x6_JSdS_fCe|ETZ*5%@!oN>U;^NO%U}*e@-p|vKy*x})Aeg=L_Oe&_K*8Z z?-hyy;*nUqzQIZfIQ$megEMYd_3P~e?rtT~{2H)Exh8m6w!#Q-@QZm~$jRc7&zzKK zZQTEeRcHq1A*0IPn{dL-(s4gRFCY!nX@JT`T`tYoXsU18gGbg3He0XWgUyIC5^3iR zk~ao9i9<}z(shz9&<>*X@PHXf916{jJ5-ZmwxAtjNf#s7DcxU&8~EAggjGZv z95c&0N>7F!faAux8x5U{9Hfr=YPEYy>)I}{@--4an1whBpEFOIe~2}tp9B_SAO<3V z^VyJ}Gy+nDf}9(ly@F^KPUXoVn5UeK^yLppoDS)ajrBJ$eTG&Qt(1`oOu+0P{-)2v z#d7WU9C;Kr8Mq;NtMvO-t{CqaO%MSnzxTt(vEFm+sv91_GpEyeD3ZNWGope2s13EI z<4HnYeSM9C;pdIs_ZJuf*G=3f0@q2xw%$XZpGQ3i#SW6$-y&P&NVPPg%g1S6Y!!#Y zu|pe;TF8uOO1tT|Aqc?D$^hcW)!vVOCUCFWjCo0Q#**3WGk8LWxnFPcpbw{HQr$o0 zyux%j$u12YStAG8Fy|2`%305k7R(D-^{UAGr4lNE&AW?FX@vnTN1>+!mT}e;O!iUk zBiX;H@U2?OT(n(*jdIvNMNl2YVloE%6AM{O!~#R_9t5NCt%&402R9N&I}%rE0dvF^ zOa^XHfu>q1G0?#Gk*>)a8HN;S5+iszW@A5k{#4xCd-COTjgmG17kmkj8mQ849+MHm z8C)X8M5n#Du>*FYjsWN3ia}phptn`FD_|EXD67}5H&KmB>Z=xy4^|g_6xj}g)=h0f z{dJ;TM5BRa<3z2o-aK<(C=`W8Mh|%W*(%4zmzvas0ndA8R++jgBSeYBVO&@cQn_r$ z#=ea>np7COv_}-pCR&cYa(D1U@dN~AX!|gaUmCs|3r|h<&~wSgA#8BT&*Hfofdv|b z{SM$ZpM85qH_7HZ6wO4nh=UJHWkzf3^6u)ei!ucj*B`C$qMfyPPm3bvWW&`7k!9z& zGYyO49tuy$>^yw&49E+pWze-vhe?VKRtMFnu>uS9d%_ZQ*y20PA_hovdwuLsH zqKd6a{52ZA`$tpByC?fuo}v0kSaXU7Mpcg4a@Kq_Es_mCnL@`ZO5rq_%7J5UqL`wi zUor$x=j(7bMcnd1yt`ZgfLG90vu=IlDQ@>j zf78FaA}hBvH3>Z5o&Wj`mwkWxd-?M)5^+0#6HX+^v|({cXFBb(rv^8m`)DlS<8zn^ zj$KdiIkorgFckB*QQLRXW^bk-A|SAs3BvYYg;R6!VSB0pA)n_-R;=L1xk1gx&ZkEK zlW{rsebkTC>RH#%nO{$zu2Um$(RER%tUIWyz?)YAhN~5S0Cn42`^S^nw4=&hlEK%0 z5MF z9Aplr$Y45!EK3MvTT6--SRBh~Fxr>}B<<~q(-!0QAiIv#tIYRMeF1sJ&5y6ZiL!Am zUdC<(FhYygUu*n=oc6ruuUS_vvRZ5J{di<#?2?+ZOXp%nU^JLFS7+lSD=~-Pu+G~K zRKd5$DUAYiqN#1*TrppMsG%AzEEX*I6Mb91F_Zo;jGw2DPn;!AEq4cBenQWmY^1jR>R zc`^B|4l&Zo#_oAoFZq|#j(?$lZoXCk<9COJ$Zw;`x8*8WteBEB@7KxJZPFfiVYDR2 zr!35ZHf2>d6t6}L|FTeb$?%Hn^8EeNmYVf&f|&_%I;GN3!wPI>`oYFI#`lb)5I|Gh zMC6541Wx%Vgr(IiZ^@&z5dvnTIW|k+kzLvzXbQ8rzcGS>l8io8X*$u|mDOz~s?7KW z9dFSuFf;`BNcdl$OvBK64HzJ7W>CYjfFP+QI*Fnma9PvQbW24-7;s>0`Kp$Tj|KlI z&E(7v!i7?isV4WBs6Aeh$}V1z;we6)ZTe<;FB{$oe5ya4Cii3c=tem%-$%x4PUc&$ z@23UG>taw{{^i!-@R^>dD)RC8oh5l}W#EGoOGXA_5xPylbl6XL?>}bRw=qDAh(QPM zyxG)xKWDeH$@3n)B+jKU58J{c5jiDEmDVN@km%o)Rze~YytxKHTyhRDiKRoqu*olj zkt?I6;geRa)Dh4CKVbGM^{y-cN0i*!fxDj$psQjwN zPD;T#;IE^702#8pwqsR3OMxJ)`N?@`$Nv_{=K0?Oy$ADExBPtEk-*ad-Ve+pr5%3z zZV@P9!j1!Ox~=JAFE`@NAOJvXev<3Wz+1tP!TL;}5_`1a4qtY1}M=<7A+M#zD z?<2ybzt<66l%5$@(L2)>r7)Ac3@C-nmiEwF@Hj zpkSceOz6?HF?Y4k2C)OqwxMJTW9lOggW5&l!XIlsti~dA1L3+0do!@(Wx_&AXmy)g@B!|4&6CKI_^hAdg^=(B7d%%ZgaI$hHZ@-t^NQM?uKeG@ z28!G#aRPpCP0g*{?C+B{wLK)&^0R2w2HzmZ2A;F}KG*Y=nzb!YEzjG2&)1yWH$%s{ z^;xX5;rNoV0^j{n?)bbtY7F#x4F{{GxmmBn=W9s1)y)7QDCH#1ke{X&ChSt8e!s&KMrob{sf#2`{7PG&~+@jUA`yN zTJ+qmeQ&r9oT*oer9WM+e}@;w=+zs)4)qpD3GV;^06K&2cq1RXC7*v#9GuOvPtyvC z$djIz*PNSm=8rUTPu#Z78dImc=^<$+Rg3 zzPpSAOa;km_Que4=PNLP8uj>m{Av;Uv-|Fwb$LO}qnC@-+EmO=iee}?|9#x>_;m)I4z|cb`c}NM3hSNs z(%iR1+S;BPhhBf$6h^2(5FJ}#XsuTJ%OZY?Dy?pwpqBZmPQJTAR(g8+KN2RZbL4*S zPd1lx|ObgzXv z-Rzv+R}>U(Czc=_mRG5K93+^_&4~P z1xLY#_`wSrKpS8S7U<>DOCVsp-fR<~`@SCw*0R!|QV!^IVC>lW^0|`Zc{9uo{N4N<-?o;sX#xIZzLKJ|-Y4l8)>t!_%_P7qe&13X#qR21k zdh*{J)2-*jSn+>Z0K=evL9i4PJhUh^@LzOW*7tk$x$g2CoE<^HW?69C^twOV@*An9 zTl9Qg)Pk=2MBoMO`*1k+s`&wcx@x5aoGx}w14rd7f}VXSSH)mRV{{f`_`y0^@PS!* zB{s^HQP=U09O;6@WgN@#o2Flg#?eZP*yA29_#j`rPX*UIX0s=KQ;6|7HQ@)brP;n_ zhj6Yw?ZGcRp_i4x_4~vHx<++{kY6ki;-QM#-I%N&aLlAirGW=A6(9}y!?VhCNg^KTI+uiexxLoc$)Vli%hz`8Z5LY?FiN> zha>qF5-o+KNGkSXBe~95IvVubotICP;g_0V>+Eaj_(^3LDd8-qdD1eAY-&1DABl=@ zT80HiG(8nrzWvfl2-12W#YJwXXJ;CCD@M@WvJ%aJrmjjSs{Z`}q@STPh9H@(^Pqt? zfuqE1+v^(Gu+9GQqfyaL(D{a7-($<`eOFTPe+%&kE`(HaNabG!MtGbPolcffX}XZo zO6k-v!@FELOLBQ7@m~A!H!Ogl?YX9T%4a>BzQY>1B9bOciqHjZaan!aHC?vsxH4K;_9z#EDsD~?bK8BQei z1IZnml|#AF!oWAVeD%~KC-IB}l!&ZD@B9Q11PQo6a@Apyi`UcbR9k);w?@Cnmb?a# zsa@oWs?#JdLA!3=%V*op7HWnVl|hCfH?_FJIVT8sTaDLb zZlbbX$v95x<2wv7=}*YlQ5O$|#!;>^{8x_Jy;v0@CU|v%8l6Ef2(JSpn?o3P68uVOD0J&f4idrD^j>AGI!rCV z?|=LV$R>LEr>I!1MkAZb(7w~F!-pluF`?ndCguvzEcAy3O3kXbeU5-w1 zmmQ=QET1wPuX^@5)YTQgPRn)Ay(G1ILmdD>it(*9*Y`scGpp11^)3Vx=;M3e#stCo zLN+N_;5X|0KUEdUCR4}*HEVu;rB=?F3(fyUtBR{s{#1;OV&J`PPeCr7q%4K|g zJ7}7fSVp z$(|e^n5k?1otFML)o{=ANv-D%>N}Y|=tln80hU(U+)_NWd$PX;4V3dA(kz#MMStUa z-sA^eZ~Lzcf~SFl0CD>6fvSQ|ljC25+V;pdFov0sDLY9!D8N4D#n+ThBO+6q?TIM*ho250Jt*G2V@-WP$?`;*2((B~$(dT$sn|omtZ5cy0HY zGa!x0r~vC7wP>H>e}k10v|Y#1`&@IlKLA0lL&lPw$L4mU1!Iy%iKzgQsO#1p`Z(&) z&wAs-W=&Qx>P(0pnN8N7_}`*eOAuirA2Dp@vU4mkUMC{l3qc3*5a;oYMr$f<0ctm= zeeurehnqisuq`-y%8tS24MUKi{;Z*(C9nWJEcB&Vw46fy5!to0Q?GU>Fyo>X#z8mSFYKO9R$4H9mg7m*Mu zV@vZ|Tb)T`c5y~kgzdw+*WW3+*xs*TRFgJCo{ygiq`t~Ec0)qU7LJ&Wbp9qBm8(8h z2=Fiv%S+ybRv;dpvqn^-m+k(MZnn&SnPq~GKUr3juf;q&Z>(lVuR+Rg>#!hOafzbp zMkl{aS6I_xnfEhZw#h2j8={S{Ma+Ekh(fx#V7Y4;HJ;-xlTMDe5avUmNf~V!;S~Q_ptLRj1-PG zVn~ZbmKj{B|0ef2bfP- zM`Q=nIqdfQl|YL$Mw{@W8jbbf7Oof?Ca(^o=15pBEaYMkc2UvM~{ zEVK>=+VgJSohW$*_ut#%J&3v>t~K+LNtn`&i7rZ@K#52&cMPwh9ofp^P(k}I zs}qP=I8h7x>gDv4UJyh8c|M30=92Q6K*}*@pH8pqgs#Lq*uJ!j1VTe<(8;9%8d;`K zhMTO+(+DY5cNwl8nX3f(&4|1oV`%P|%FkG}(vrebAA3CP$XJ95{0>!EwrX7tq$ZUU z9DM6C8u;3hlqRVk-DxKk1==e_@t9m>OeDBTLh2jdp_ckus-(f@zpsO9Ps&0oA_Kj3 zHLAi2Ll1=_;G1VpgcPGpeq4lIg$^>9l!bX)wm={Z)@!py;0Gc4Q_tCu3s#8>;gqP8 zD?kO?r~5$$Co1_U4hge^fcP=Fpmf}CpBNhehEX)V^ zUpP@Zz9HGJLk50*zLVbRfQs{byA9hOJ)-=4mtP|Vsm(mPrOa|2T^I;MBwQ`FStf)0 z1qT3uo9C;MX65M6+)krshBNGy_JO^~mrfDdYjrsW?dz+CR9?SEL$;e=T6%iUwC4iy zBlhi=HLBBGHbAizmee%14)>T2gDPs<=P z`+4^V0PxEo*DFs7A+I%^Vbed5o->XL0xOjlWQp0=`SM4-XO6(^I%y49@t)b~yzcrO zK->~VGc2uAaIgdhmJooN&ZjZ5C(1zxVMn0b)OCMdOnl1rHFJLVTFc(jB)1@&XvOaE z+JK?NXM3F4C6#bLRiQI5l&Wn{DAk1qdJUiF>{LDf#UeingV$qOmMzrP0YPMd>MMb( z6f(&{Kw6dZ8x@Nx^bZjq|M(xMKNOA}c;s-&Y`iYm4XH_RRFFgOSIZy)d#tnM^}^og znM^2we4C>+2@jR7BlH+>u*HIL+5IqJ(>r~F5Fc_mDQjjT3?Cm%lY(tT528&rURO%lqYNCUYS5RR= zkKutO$)a#gDnr!g>WFJdH1JBuI1+G9q;s-?k8L$cc4eJEiGOl70dKx+&o36wmv+TZ z!iiYW24q-ksx!tAFA0I+6G1OFRP->}NHhnvZo923Dsrcbt;}o$zQF!eg% z)#Rw8QNz1|7o!d4=rvls>5rPm^FMJFn|7V4XJ>5zf`wC>jQY}+f+eHS6bRU*thln2 z<9B+4NyX*eh&<6G+>LmcjD+&Ve|(3pgwGctLJia=ld(2|hmJtro_*8tXSo_6jvbXw zM+K>bA1H2t2NH{h9YKQt>gaS(Sa0suo_M3Dlw$xh-ICM5xYY<4Ap;CQJKVM>znAX$ z#v59&1w^pmT(4(I*C(Fo5;+RN6rZT2ewx;hKOpswyza*ef(o_kDi{KD>GmT^$;EoE z)6wERbzK$@346Y`ypF%Em!0+{ubb{`8Qy?2g=|gx+Z_-B@#RzOF7C+Rz_RwbNXAnM zC9xl^H*yP77_N4QBvFRMxlDBn%{Qg$d)oiUDx9S25_I2Bm1a9FMIHj9(2s=ZQmDM? z1We-!RgXCpoK5H3#Z&`8UkX^O#9-gE+kle#pQQp7YN|+BK+L>U*jBes>`0^Sv;2I~ z9Xc4KD2=#6q-*7b7qJ5XaI)1s0%SF|<$CCJ5>e!}?@>z~7L2We7%VbEpyl>lFpT!3 zxH!dZZ7E?J+@%O*Ac_F0kqB6Yagd`E-OVug%;OQ3;$kad!Ju>k5(@ChKL-i&;|j?H zN%FeThlkM7SM9F%1{Jdq8h1t?GX%0=vB`-7Q?rzi2M!9QH{{)PxKfwx$QSK;E~S*& zq+Bx-#v1sH7~;RG!y+|RqcI=~ET=}U#c>v_?W$##iK@KF+17PPP|qs;#f)3sKJwhI z&EH$JIYh<8|2~=FhVQ)=%V2kpKGUf?@ez>|;(GssCTKf;Ivx4w@6VW3>5l`qd*mf} zk!)A#xz1TxAyQhiGCK?} z;m`;k4!-QZK(hES0J-wA!iq@9Y^VKm_RmbfS-WO6&2ap7exSN2zA-1P9dFBegozs5 z08BV!PVTKU)u%jK@N{#L7#S(Um^N{)q*&RaH8Ai3ZpVXp9PqpzEWp~@8dCnOCD7nr zZFaK4D`bvglK}NsoAu()=hgFh#Uopp2rOv;xVKv+#+?5@v((rP_l16lA5(n$rMZ4@ zR&!P_;dU0i_rfe^Vt*LgFCu|~uy&i{-}KV&i$+C3>9-gx=DW!zt$x}Qd5>-u{n-s+ zhE}FlAz9N$Z+_y3*wm8nDH&v9030FkXC4AY_^-Fa(aYOux8AK+n@<}yxxY#Yyl4KZ zemkw}ZFacz?zaRWiD1eVeeC)R{(yKf9;z75Mco91TzGDAY*laL zT`d`^?$Ja@WmET%^iHr-;CYTlTVbXetJ?FD3a z%RKNB`#1#6Mzw-4oQlYrVKOpgB>u=fi>t2tQPx>!08FG)uQI(u(HSl{qCh6dH8WH>b&pWZ{uFH-&%7 zqSMhb71x?$V~L7__t)<^zF!fg!qw;bX8>mFFzwrJrm`@sX4Ga~l|pSitcqHIYWKw7 zBFT_b=E=&}BI!NcD3!U>*ZW?GKs(7lV}oPJq>>;)Iy&nW>Vkm2g3uoT!-EzpRst*+ zk2gB~CTM{BigHGcTZ*t#@PYbKl6k{72oz{valnTi&gC69DRE%kH;5`=XHM`VMZA-4 z>0wvbmw*@)rECXIe#(K>7#si`go&G!bnJvm@a^exxz->+Zy5w==pU!~9tWot1a=uU z^$-9S*)9wKVL2~$@6uVkz@$BtH(WDDp}-zMkN|TUixL(clLIL}HDbt28pZ+D!NZ1D zFP9=`bnCYF{k`IGT_VhhX$?^0xyEgNA6Lfts9xqHp5?F9|g8@|XO{trcg^#Lt7 zve9lo1c1qRa8xeSXy7+kU-0$ZIv}BVX8h}AoeY{i{Q{K4xrh!lFQmy3B=!y>kSv@* z9=TZBBc?fSlK#{j%9}b_59cJ_MU%?g*d8s|Xx@xFp$5Bni=z>8C?uETFCP-DmaXKA zMLhfhqs6A*z36CJ$jD1jQ8d}SfZrK0afqVx5Es45;2xe8s5}XJXb@~nA`Eh(aabE= zh%@$!x{zt622#2ovUhKQGre+Swg>irBUzz^HDuhGd(Tti?B!JKwZNzQmBqH-$E#+B zHVfDg0$)`~ii|b;_iuRGbxm#sX`5Q^MJe_IsUWQN#s*$_$52 zaugr4RJfDP0(jd~V|NcGds5glJAX@RhG^W@c?MqiEw}g00!Tx3)rSgW)Y_oVO97+p zh)%^Up4n>OA8 ze$@)IDp4TH4&BxFQB+YA=c0Bk5=i}?nUpzn#s*|b{5qu~0(OiEc~p>~;3%Xtic_LD z-E7Bb{GCbK+J-NAJqRE>-Etbqg$4jMHPTa2WNwn?st{R_0o=yz&xcAcAH}uQ7((RR z>{fFyp=SdAgj$$d1^#`yfjTCya4@%NpDTW8WvtpVwsc-O?RiJw@0G?(}tZbXt_tL%(eYu(Q?$ZAQXTy z$5*CZMR*u@a9@E78(`jZ%L58TG`s-Em0d|k5D=mrqu=sSfzMlhyaVnPU4h}C>#vUb zzQp3%)SBSyLHi0tQm8*7%@C9%M(^ZzW$w_`Q;-uE%_r(IbSiEdK*#2ygIu^tjx*wF zq~XgTiHM9R0OrJXF>+8y@lrSGk@?{TFwDldv;GiDak#PsRM6S1wf$1uIxEsIaCa8N zlI{`Rq(RcMNGVdf);c8Cab)8x=t9DiW67|DynVM38Izv)00GbIO|jM>p0uLF{0RHr zdj$|pGeT&9@yY3Gtw*e|4&17<6vczuMB5V1uR?Q?STpL3IitbDNjQE<0yeuh6ErDD4)?Fz3=wcbQzhSZ9A2ZL7fmo3$mnfa?a2*bdIu9804fNIGBZe1GCi_&d zB0oT}nBAdNL^+*}OI=65d_sAM^E7>(`-tB|gmCo^yCLYqgt!xh>z1VVQK}kYeiU{!Ux3?}Uzd#~qyd0d}CLK-Hmg z(OUF3Lg!HjE*-7kp8aM^IEaEAd**t;J(@)>(GDYJZ;!5s5t6OG&|y zJ5BdTEiP4KAphlglwJzh@krI>@I09@m7=evKhAoW1>}WlwSDG(|73$>@6zHdE$j*P+ksm%Z+s^G1 zRR{6E2@a%uo>qU^}xM}O9#X=3Wp{1Lz5>a!Njq(pq=6VfYCxPXbWskf=tGD zRyK@-LLkb+%*r-Ag#d&`i<0%6(1PxfA{KY}egBGmyqHBrMi+12(ZrUrp54HBQ?yYtQnzu zNUQ%R5^J$XAv)bO5M!AC8;+30cNH;8UC{C*QeFf?9VKbDX3=j*Z0JIRCMcAQ!deVR zB6^3qe!j*19p6LUb{l>{1?^o~S{;<1$OR*S%f2+iJT#=aqP&$;Zv4SG8H@Fs-()3+ zmrA+J*t8$H zz~JX~fkf`ZKna6E3mPD>Z|#p8AT2FUkFDkat9yQmvFpQOyaB(o-uAR1r`y}@e97*s zbsJ&b92bDqdwv3Jt-AeTo{a~?PuTUnwc@l71h1{$j}`PlZCAS*wD0ve=d~7e6;sx~GnaSdh;Bz_VS!v0nntBf$(n^r`6_`0PW@s1= z6WF%tKKNfm@JKFg<{%{JEqL;a1rupBaM+p76 z@{d;b72ALepPIUzgM&f6uhut+PE$*ZgtF@vw}rsdi6~4BzQ@|@YigNqD*gFlqvo>x z=F#-G`%0Z1z_7KR*Xb371z1dGVIURHpxso*De65notPGy9YU z8z!UoqoAw;GVFIp#d>|ECkRjdC9Q%kLREvL$mR@uu|6of#CTJ+J7!Q>J(za8H9KBi z5|41@!Y;V-&wEmUqFo%4+yFVg05v;W1e6>gd#vV$=uYwI<>uEjWz6;?kUU;(bK0LV z8rY-q{%W_Nxb7aASL7$&^WJ^6D7|Q%uKe~VhwcZaCjejMZls`r`%Tingf=9=&b^}G zs@(@eKmSvn^Q`cr)`hxfbNfiYbYIu z?#B%FO2*CuM4xN!-AOIhW8aV2JYmrg^F-%K_i?s$vN52|e2DFRp9ErWI2^Wcq`N1b z##lbzGqC4vSxM+zf0kna_H1q>(jpHJ!bZTIy5`4eC1dZ&Y~%6LFUV^B# z=+?-)*8DygI5#~%KVGvmmv#My4x~|2DZ5ZG?@R?Sqrr&Ri3{l=_EYE)Zh;JOg+`?; z2BY_Gy9Mh@xasxKSrRvEz*ko{MNB6!zN9ngvAxOri#1aFab7H1BIo}x`&-NVeN+?? zuWh^NIM;93Wz%RK?wSAk)gqVMu~#}4SYN8w7d$PH&T4kIRZC{OZGFyeqw#$@CwS2~ z5(4DFKSCO^<=g(-vDXp%*KL=Ct%^8MH1i^Ib~^OR&=MPO#C0+78g48n?Tpr3Fk>ymf6x9ycY(8M9S8qg zgqEYr7&DdOC&s@TRcq$UWwEQ!%S^G(EUu$~_scDxXkhTHBhJq2Id(8&*+dG6<$EyH zZ!Nvxq_zTU$Uswl_!d7QUWdc!uwArftQvB%T_tlL54r-eOey86*zR^vWPj)f*5^ys zN7WNRl^lO!*>`Rti95jPjnMoiz;W7)eVp^i^{rq2^6~mZv|z#;9>0>0JZ$uFRMjeR zS;xNu+g4xV;{N0J=v(IC9D&P7%Ru;b*Z1u`->5;y=^*fTcyq%j1J=yfc3@@S5%i!rSL)%@Q! z+MOKBLKPdQg^b8QdQVx!pf8N<)RTDSWA04K@|kl7XXx){c0&a=FD@$DZwh2~6NSd% zOwjSeG^c)|+1$sOU==AIkPEBICWA9&5Jx+m0X5g5hIfRMctn1e)M-sSenRhyJQT5J z-xKN)nZ_BHn|xK^$^WSH4nhgSQD;-t%r~}n%QTdRS!@s`Vg1;JLZwYn(5=navN!bn z8}{>dgWE+=6GR4m$W3M^Zj>S5dC`Y`kn{Vqc0~$V-F<CI{om5X24M#2g^IM2lFIaqpFsn;U$7rdK7_F$R9DrW!PygvAt!s780O}geWWloW&ftN z$D3M?TBbr1u%>dU3Xw@PfKBul537Us0&MJ~+szZ&G5!iA>4$5qSF=ek!>I)Z)R)xD1YxlZCLXyUSnOPO*QZ+QN71j3Owyi6XZ^) zZ4@Z;j~_L2F+~xXWrf&KLE+ek!1sp1iNO~lM58NeJwn(E`SMDSkfXEj*0gaeDh@p? z>p{$bjz=L9KRxGdmGc_XOfR=0L?s|6c&z z3L^D{n}E-!bij6o%U30M!nA-=&+e%Lkh*q~S{EK-mrjLLJiv8r4FH%ocdqBT_uX^X zefQoY4=+Cr2Kme;kN-%ph37j(C*HuE)Ht#rQQ$iO2sdD%pi1n%Ed*)2M2PvoZ+uJ? z>y0E;&vePynLD(?bwgf#@^uIS`<+33$Q8M|_cu@Lwc_aUgvy zg}?w=Khq1v)3>6!0}6jKS2JcoGQ&pxrUP~rDM7hcFJPW3%vb{OHo~}&&6S0*%9LnLXC)_r_oT7&;v$e zb3)H?haa7U9@1)5Yg%CYE-^@;+h(odMM|Vqbh`uVB}0u}1I-vh-*wE^O5Bd1dlAN< zkWh~;68jCiWILo*>Zrs<-Gi30SC4F!xN1;tM2c1k6wg4t9z{_J%aIuv?S2Ph+*+{( zedxTN(3#WAIS={_#%3-4Z)4p5$*~#LmIALWJY;B79<~@KWaKepFbj%3IdldlP zgkNKWDXdRPFc33$*CzolIj;T7mDgN-Wz(VkH_`4tI`X)3xlQ)XIL#8545>{kSM1(r z0Rd1=$kQi1Jqrk|+sNKkSsd^ojKd01{rOX;pQ?kc6EKb^Z!ZcAt#)0G6a$0h4;VoQb`E|KhjH4tW^8} z5*Q?K#P6Xk6OxBr)(`a2-i?i(ZtF)Dbhd?&Sd12#UNbG z+H{kkf%IzOJ}WV8WhqmhNU5)YlICn#BJx^a7(g~Jx)-Lk1yJ%HDEk1RHCuaqtqHP#5K^#F$Ygm0<;xh z@f58V6VJ6ZwXB1p=!6iW#=a9Q|7MxmYI+0=$6dH`o=y}uK*iNxe(GVRu0X{vnf~LC zJpmf=LDjL+t9up9Mx(C!ifR~Lq5#wol|V_DgOp1saHA8ZNo97{kyVJZ#eLu{)ApId zzEpswGC{h0fV7g&zoA4Ur#b78&QjUq|x92X);(DQtdO93l4_lIgmb76=&QE(EP_Z1}}a0vxCT$ZA;rA!bx#2{x(SN2?j<7i54G37GY zj5KrhTg;FQh0MNyDw_lWGPn@aw@OLMz?D1&BC<{p+EUN6;4{ko7qQ)-4)am`o@G!=Y0I1$F~sRZricWSSx+h$(bZ+Sz?mVOqMZ{uNE5E2Kz&wg#6~EeksBn` zlf27fl(7*C>>(o2Mc!3JBfSBD{_ezN7)hAvCH5&aL-F`;P4d44vB|cD4KQbG(!r`H zlD!Lh-%OqID4TN}WeGC8n;<<)=6`U=GcH8I1Ph_%X>Ug0=1L4V*)YW*hMo&9zSuD; z-CBBPLQl6A!?4I3AI->wo>{ZrQcSbQcKtJs z9mO+Cegl-is{wSwAPxw$T5&tXif00vdbmL`P20@zg~-a8omv;Um8LZgUe@8&PNvW^K*`_JXo-dD*QC55WJbVh8ri3_XOCp)$wOE;T+R$`@F?0p zD_Iaat}H3IxnJ|-VUw2mL(~WqeitJxLdV9#(hK?>JMBlB4nyW-rVs5QLW_lOghm%Z zb7d7Ne2Y!ayNVG~2#qKPE(Aet8NCtCA*4@Pgd%n}b$(JoJ-2-cWCmqV%3E^82K*2f z`V#BPQ~)9SHF=bzVC>mvPUl{cK<$^6ssWtkCr_7sGDxo&`@z>RRupXZHP!@_@o}TYmnt%(?B7xDIa+X zc`f=0rlwqSIWN|!EHh@71{r!PACmGXI%|Vs8jaIUgmKmLFQ7hO}m!nEwJgA<{dl1*X)v{#n}*A(5$e1 zvj*b#4DiCnqLzyM%QnlwETE^zEp?vW6?JIR5(}DP{(KX>P{agj?3isM!EQ!Xk(xBm z+(EE*z+4s~#na;LyA0ODQksx7&Wz1>Ylq zu9qSuP$NBd1EZuNiGzg;R{EA6*XkyMQXzu}Zc(ohos=Jc{Ruma>ak&%PFPo_9dl$^ zRT`n*w|mJWu^$I5bt|&9wQJW#zHb;&-N$k=&nr&X{_`X6?f-jNo51t`t3!xPqDqP> zc0O8la^yC!fou((vmc8D)k*u#FBQW1UmQ*6);TJgxx9RUFVxFUzBa>~4U9z)nn6bS zcQbVVg#h1-<`8^9gH{5xB5_-CnY%%n#`mvFOo*A#dBZi)R_MDi6o_?eHi=k)fs+CFTu~lCT fJz*Foq38br*kX3~ExWm%00000NkvXXu0mjf($WU< literal 0 HcmV?d00001 From 66ec505975aaa305a217fc27281ce368cbaef281 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Tue, 11 Oct 2022 20:21:30 +0100 Subject: [PATCH 28/30] add file based test --- modules/textual_inversion/image_embedding.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/modules/textual_inversion/image_embedding.py b/modules/textual_inversion/image_embedding.py index c67028a50..1224fb422 100644 --- a/modules/textual_inversion/image_embedding.py +++ b/modules/textual_inversion/image_embedding.py @@ -164,6 +164,14 @@ def caption_image_overlay(srcimage,title,footerLeft,footerMid,footerRight,textfo return image if __name__ == '__main__': + + testEmbed = Image.open('test_embedding.png') + + data = extract_image_data_embed(testEmbed) + assert data is not None + + data = embedding_from_b64(testEmbed.text['sd-ti-embedding']) + assert data is not None image = Image.new('RGBA',(512,512),(255,255,200,255)) cap_image = caption_image_overlay(image, 'title', 'footerLeft', 'footerMid', 'footerRight') From 50be33e953be93c40814262c6dbce36e66004528 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Wed, 12 Oct 2022 13:13:25 +0100 Subject: [PATCH 29/30] formatting --- modules/textual_inversion/image_embedding.py | 170 ++++++++++--------- 1 file changed, 91 insertions(+), 79 deletions(-) diff --git a/modules/textual_inversion/image_embedding.py b/modules/textual_inversion/image_embedding.py index 1224fb422..898ce3b3b 100644 --- a/modules/textual_inversion/image_embedding.py +++ b/modules/textual_inversion/image_embedding.py @@ -2,122 +2,134 @@ import base64 import json import numpy as np import zlib -from PIL import Image,PngImagePlugin,ImageDraw,ImageFont +from PIL import Image, PngImagePlugin, ImageDraw, ImageFont from fonts.ttf import Roboto import torch + class EmbeddingEncoder(json.JSONEncoder): def default(self, obj): if isinstance(obj, torch.Tensor): - return {'TORCHTENSOR':obj.cpu().detach().numpy().tolist()} + return {'TORCHTENSOR': obj.cpu().detach().numpy().tolist()} return json.JSONEncoder.default(self, obj) + class EmbeddingDecoder(json.JSONDecoder): def __init__(self, *args, **kwargs): json.JSONDecoder.__init__(self, object_hook=self.object_hook, *args, **kwargs) + def object_hook(self, d): if 'TORCHTENSOR' in d: return torch.from_numpy(np.array(d['TORCHTENSOR'])) return d + def embedding_to_b64(data): - d = json.dumps(data,cls=EmbeddingEncoder) + d = json.dumps(data, cls=EmbeddingEncoder) return base64.b64encode(d.encode()) + def embedding_from_b64(data): d = base64.b64decode(data) - return json.loads(d,cls=EmbeddingDecoder) + return json.loads(d, cls=EmbeddingDecoder) + def lcg(m=2**32, a=1664525, c=1013904223, seed=0): while True: seed = (a * seed + c) % m - yield seed%255 + yield seed % 255 + def xor_block(block): g = lcg() randblock = np.array([next(g) for _ in range(np.product(block.shape))]).astype(np.uint8).reshape(block.shape) - return np.bitwise_xor(block.astype(np.uint8),randblock & 0x0F) + return np.bitwise_xor(block.astype(np.uint8), randblock & 0x0F) -def style_block(block,sequence): - im = Image.new('RGB',(block.shape[1],block.shape[0])) + +def style_block(block, sequence): + im = Image.new('RGB', (block.shape[1], block.shape[0])) draw = ImageDraw.Draw(im) - i=0 - for x in range(-6,im.size[0],8): - for yi,y in enumerate(range(-6,im.size[1],8)): - offset=0 - if yi%2==0: - offset=4 - shade = sequence[i%len(sequence)] - i+=1 - draw.ellipse((x+offset, y, x+6+offset, y+6), fill =(shade,shade,shade) ) + i = 0 + for x in range(-6, im.size[0], 8): + for yi, y in enumerate(range(-6, im.size[1], 8)): + offset = 0 + if yi % 2 == 0: + offset = 4 + shade = sequence[i % len(sequence)] + i += 1 + draw.ellipse((x+offset, y, x+6+offset, y+6), fill=(shade, shade, shade)) fg = np.array(im).astype(np.uint8) & 0xF0 return block ^ fg -def insert_image_data_embed(image,data): + +def insert_image_data_embed(image, data): d = 3 - data_compressed = zlib.compress( json.dumps(data,cls=EmbeddingEncoder).encode(),level=9) - data_np_ = np.frombuffer(data_compressed,np.uint8).copy() + data_compressed = zlib.compress(json.dumps(data, cls=EmbeddingEncoder).encode(), level=9) + data_np_ = np.frombuffer(data_compressed, np.uint8).copy() data_np_high = data_np_ >> 4 - data_np_low = data_np_ & 0x0F - + data_np_low = data_np_ & 0x0F + h = image.size[1] - next_size = data_np_low.shape[0] + (h-(data_np_low.shape[0]%h)) - next_size = next_size + ((h*d)-(next_size%(h*d))) + next_size = data_np_low.shape[0] + (h-(data_np_low.shape[0] % h)) + next_size = next_size + ((h*d)-(next_size % (h*d))) data_np_low.resize(next_size) - data_np_low = data_np_low.reshape((h,-1,d)) + data_np_low = data_np_low.reshape((h, -1, d)) data_np_high.resize(next_size) - data_np_high = data_np_high.reshape((h,-1,d)) + data_np_high = data_np_high.reshape((h, -1, d)) edge_style = list(data['string_to_param'].values())[0].cpu().detach().numpy().tolist()[0][:1024] edge_style = (np.abs(edge_style)/np.max(np.abs(edge_style))*255).astype(np.uint8) - data_np_low = style_block(data_np_low,sequence=edge_style) - data_np_low = xor_block(data_np_low) - data_np_high = style_block(data_np_high,sequence=edge_style[::-1]) - data_np_high = xor_block(data_np_high) + data_np_low = style_block(data_np_low, sequence=edge_style) + data_np_low = xor_block(data_np_low) + data_np_high = style_block(data_np_high, sequence=edge_style[::-1]) + data_np_high = xor_block(data_np_high) - im_low = Image.fromarray(data_np_low,mode='RGB') - im_high = Image.fromarray(data_np_high,mode='RGB') + im_low = Image.fromarray(data_np_low, mode='RGB') + im_high = Image.fromarray(data_np_high, mode='RGB') - background = Image.new('RGB',(image.size[0]+im_low.size[0]+im_high.size[0]+2,image.size[1]),(0,0,0)) - background.paste(im_low,(0,0)) - background.paste(image,(im_low.size[0]+1,0)) - background.paste(im_high,(im_low.size[0]+1+image.size[0]+1,0)) + background = Image.new('RGB', (image.size[0]+im_low.size[0]+im_high.size[0]+2, image.size[1]), (0, 0, 0)) + background.paste(im_low, (0, 0)) + background.paste(image, (im_low.size[0]+1, 0)) + background.paste(im_high, (im_low.size[0]+1+image.size[0]+1, 0)) return background -def crop_black(img,tol=0): - mask = (img>tol).all(2) - mask0,mask1 = mask.any(0),mask.any(1) - col_start,col_end = mask0.argmax(),mask.shape[1]-mask0[::-1].argmax() - row_start,row_end = mask1.argmax(),mask.shape[0]-mask1[::-1].argmax() - return img[row_start:row_end,col_start:col_end] + +def crop_black(img, tol=0): + mask = (img > tol).all(2) + mask0, mask1 = mask.any(0), mask.any(1) + col_start, col_end = mask0.argmax(), mask.shape[1]-mask0[::-1].argmax() + row_start, row_end = mask1.argmax(), mask.shape[0]-mask1[::-1].argmax() + return img[row_start:row_end, col_start:col_end] + def extract_image_data_embed(image): - d=3 - outarr = crop_black(np.array(image.convert('RGB').getdata()).reshape(image.size[1],image.size[0],d ).astype(np.uint8) ) & 0x0F - black_cols = np.where( np.sum(outarr, axis=(0,2))==0) + d = 3 + outarr = crop_black(np.array(image.convert('RGB').getdata()).reshape(image.size[1], image.size[0], d).astype(np.uint8)) & 0x0F + black_cols = np.where(np.sum(outarr, axis=(0, 2)) == 0) if black_cols[0].shape[0] < 2: print('No Image data blocks found.') return None - data_block_lower = outarr[:,:black_cols[0].min(),:].astype(np.uint8) - data_block_upper = outarr[:,black_cols[0].max()+1:,:].astype(np.uint8) + data_block_lower = outarr[:, :black_cols[0].min(), :].astype(np.uint8) + data_block_upper = outarr[:, black_cols[0].max()+1:, :].astype(np.uint8) data_block_lower = xor_block(data_block_lower) data_block_upper = xor_block(data_block_upper) - + data_block = (data_block_upper << 4) | (data_block_lower) data_block = data_block.flatten().tobytes() data = zlib.decompress(data_block) - return json.loads(data,cls=EmbeddingDecoder) + return json.loads(data, cls=EmbeddingDecoder) -def caption_image_overlay(srcimage,title,footerLeft,footerMid,footerRight,textfont=None): + +def caption_image_overlay(srcimage, title, footerLeft, footerMid, footerRight, textfont=None): from math import cos image = srcimage.copy() @@ -130,11 +142,11 @@ def caption_image_overlay(srcimage,title,footerLeft,footerMid,footerRight,textfo textfont = Roboto factor = 1.5 - gradient = Image.new('RGBA', (1,image.size[1]), color=(0,0,0,0)) + gradient = Image.new('RGBA', (1, image.size[1]), color=(0, 0, 0, 0)) for y in range(image.size[1]): mag = 1-cos(y/image.size[1]*factor) - mag = max(mag,1-cos((image.size[1]-y)/image.size[1]*factor*1.1)) - gradient.putpixel((0, y), (0,0,0,int(mag*255))) + mag = max(mag, 1-cos((image.size[1]-y)/image.size[1]*factor*1.1)) + gradient.putpixel((0, y), (0, 0, 0, int(mag*255))) image = Image.alpha_composite(image.convert('RGBA'), gradient.resize(image.size)) draw = ImageDraw.Draw(image) @@ -142,41 +154,41 @@ def caption_image_overlay(srcimage,title,footerLeft,footerMid,footerRight,textfo font = ImageFont.truetype(textfont, fontsize) padding = 10 - _,_,w, h = draw.textbbox((0,0),title,font=font) - fontsize = min( int(fontsize * (((image.size[0]*0.75)-(padding*4))/w) ), 72) + _, _, w, h = draw.textbbox((0, 0), title, font=font) + fontsize = min(int(fontsize * (((image.size[0]*0.75)-(padding*4))/w)), 72) font = ImageFont.truetype(textfont, fontsize) - _,_,w,h = draw.textbbox((0,0),title,font=font) - draw.text((padding,padding), title, anchor='lt', font=font, fill=(255,255,255,230)) + _, _, w, h = draw.textbbox((0, 0), title, font=font) + draw.text((padding, padding), title, anchor='lt', font=font, fill=(255, 255, 255, 230)) - _,_,w, h = draw.textbbox((0,0),footerLeft,font=font) - fontsize_left = min( int(fontsize * (((image.size[0]/3)-(padding))/w) ), 72) - _,_,w, h = draw.textbbox((0,0),footerMid,font=font) - fontsize_mid = min( int(fontsize * (((image.size[0]/3)-(padding))/w) ), 72) - _,_,w, h = draw.textbbox((0,0),footerRight,font=font) - fontsize_right = min( int(fontsize * (((image.size[0]/3)-(padding))/w) ), 72) + _, _, w, h = draw.textbbox((0, 0), footerLeft, font=font) + fontsize_left = min(int(fontsize * (((image.size[0]/3)-(padding))/w)), 72) + _, _, w, h = draw.textbbox((0, 0), footerMid, font=font) + fontsize_mid = min(int(fontsize * (((image.size[0]/3)-(padding))/w)), 72) + _, _, w, h = draw.textbbox((0, 0), footerRight, font=font) + fontsize_right = min(int(fontsize * (((image.size[0]/3)-(padding))/w)), 72) - font = ImageFont.truetype(textfont, min(fontsize_left,fontsize_mid,fontsize_right)) + font = ImageFont.truetype(textfont, min(fontsize_left, fontsize_mid, fontsize_right)) - draw.text((padding,image.size[1]-padding), footerLeft, anchor='ls', font=font, fill=(255,255,255,230)) - draw.text((image.size[0]/2,image.size[1]-padding), footerMid, anchor='ms', font=font, fill=(255,255,255,230)) - draw.text((image.size[0]-padding,image.size[1]-padding), footerRight, anchor='rs', font=font, fill=(255,255,255,230)) + draw.text((padding, image.size[1]-padding), footerLeft, anchor='ls', font=font, fill=(255, 255, 255, 230)) + draw.text((image.size[0]/2, image.size[1]-padding), footerMid, anchor='ms', font=font, fill=(255, 255, 255, 230)) + draw.text((image.size[0]-padding, image.size[1]-padding), footerRight, anchor='rs', font=font, fill=(255, 255, 255, 230)) return image + if __name__ == '__main__': testEmbed = Image.open('test_embedding.png') - data = extract_image_data_embed(testEmbed) assert data is not None data = embedding_from_b64(testEmbed.text['sd-ti-embedding']) assert data is not None - - image = Image.new('RGBA',(512,512),(255,255,200,255)) + + image = Image.new('RGBA', (512, 512), (255, 255, 200, 255)) cap_image = caption_image_overlay(image, 'title', 'footerLeft', 'footerMid', 'footerRight') - test_embed = {'string_to_param':{'*':torch.from_numpy(np.random.random((2, 4096)))}} + test_embed = {'string_to_param': {'*': torch.from_numpy(np.random.random((2, 4096)))}} embedded_image = insert_image_data_embed(cap_image, test_embed) @@ -191,16 +203,16 @@ if __name__ == '__main__': g = lcg() shared_random = np.array([next(g) for _ in range(100)]).astype(np.uint8).tolist() - reference_random = [253, 242, 127, 44, 157, 27, 239, 133, 38, 79, 167, 4, 177, - 95, 130, 79, 78, 14, 52, 215, 220, 194, 126, 28, 240, 179, - 160, 153, 149, 50, 105, 14, 21, 218, 199, 18, 54, 198, 193, - 38, 128, 19, 53, 195, 124, 75, 205, 12, 6, 145, 0, 28, - 30, 148, 8, 45, 218, 171, 55, 249, 97, 166, 12, 35, 0, - 41, 221, 122, 215, 170, 31, 113, 186, 97, 119, 31, 23, 185, - 66, 140, 30, 41, 37, 63, 137, 109, 216, 55, 159, 145, 82, + reference_random = [253, 242, 127, 44, 157, 27, 239, 133, 38, 79, 167, 4, 177, + 95, 130, 79, 78, 14, 52, 215, 220, 194, 126, 28, 240, 179, + 160, 153, 149, 50, 105, 14, 21, 218, 199, 18, 54, 198, 193, + 38, 128, 19, 53, 195, 124, 75, 205, 12, 6, 145, 0, 28, + 30, 148, 8, 45, 218, 171, 55, 249, 97, 166, 12, 35, 0, + 41, 221, 122, 215, 170, 31, 113, 186, 97, 119, 31, 23, 185, + 66, 140, 30, 41, 37, 63, 137, 109, 216, 55, 159, 145, 82, 204, 86, 73, 222, 44, 198, 118, 240, 97] - assert shared_random == reference_random + assert shared_random == reference_random hunna_kay_random_sum = sum(np.array([next(g) for _ in range(100000)]).astype(np.uint8).tolist()) From 10a2de644f8ea4cfade88e85d768da3480f4c9f0 Mon Sep 17 00:00:00 2001 From: DepFA <35278260+dfaker@users.noreply.github.com> Date: Wed, 12 Oct 2022 13:15:35 +0100 Subject: [PATCH 30/30] formatting --- .../textual_inversion/textual_inversion.py | 22 +++++++++---------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py index 485ef46cf..b072d7455 100644 --- a/modules/textual_inversion/textual_inversion.py +++ b/modules/textual_inversion/textual_inversion.py @@ -7,14 +7,14 @@ import tqdm import html import datetime -from PIL import Image,PngImagePlugin +from PIL import Image, PngImagePlugin from modules import shared, devices, sd_hijack, processing, sd_models import modules.textual_inversion.dataset -from modules.textual_inversion.image_embedding import (embedding_to_b64,embedding_from_b64, - insert_image_data_embed,extract_image_data_embed, - caption_image_overlay ) +from modules.textual_inversion.image_embedding import (embedding_to_b64, embedding_from_b64, + insert_image_data_embed, extract_image_data_embed, + caption_image_overlay) class Embedding: def __init__(self, vec, name, step=None): @@ -90,10 +90,10 @@ class EmbeddingDatabase: embed_image = Image.open(path) if 'sd-ti-embedding' in embed_image.text: data = embedding_from_b64(embed_image.text['sd-ti-embedding']) - name = data.get('name',name) + name = data.get('name', name) else: data = extract_image_data_embed(embed_image) - name = data.get('name',name) + name = data.get('name', name) else: data = torch.load(path, map_location="cpu") @@ -278,24 +278,24 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, traini shared.state.current_image = image if save_image_with_stored_embedding and os.path.exists(last_saved_file): - + last_saved_image_chunks = os.path.join(images_embeds_dir, f'{embedding_name}-{embedding.step}.png') info = PngImagePlugin.PngInfo() data = torch.load(last_saved_file) info.add_text("sd-ti-embedding", embedding_to_b64(data)) - title = "<{}>".format(data.get('name','???')) + title = "<{}>".format(data.get('name', '???')) checkpoint = sd_models.select_checkpoint() footer_left = checkpoint.model_name footer_mid = '[{}]'.format(checkpoint.hash) footer_right = '{}'.format(embedding.step) - captioned_image = caption_image_overlay(image,title,footer_left,footer_mid,footer_right) - captioned_image = insert_image_data_embed(captioned_image,data) + captioned_image = caption_image_overlay(image, title, footer_left, footer_mid, footer_right) + captioned_image = insert_image_data_embed(captioned_image, data) captioned_image.save(last_saved_image_chunks, "PNG", pnginfo=info) - + image.save(last_saved_image) last_saved_image += f", prompt: {preview_text}"